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BibTeX records: Rémi Gribonval
@article{DBLP:journals/ans/VaudaineBGGK24, author = {R{\'{e}}mi Vaudaine and Pierre Borgnat and Paulo Gon{\c{c}}alves and R{\'{e}}mi Gribonval and M{\'{a}}rton Karsai}, title = {Temporal network compression via network hashing}, journal = {Appl. Netw. Sci.}, volume = {9}, number = {1}, pages = {3}, year = {2024}, url = {https://doi.org/10.1007/s41109-023-00609-9}, doi = {10.1007/S41109-023-00609-9}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ans/VaudaineBGGK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/VayerG23, author = {Titouan Vayer and R{\'{e}}mi Gribonval}, title = {Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning}, journal = {J. Mach. Learn. Res.}, volume = {24}, pages = {149:1--149:51}, year = {2023}, url = {http://jmlr.org/papers/v24/21-1516.html}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/VayerG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siammax/LeRG23, author = {Quoc{-}Tung Le and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support}, journal = {{SIAM} J. Matrix Anal. Appl.}, volume = {44}, number = {2}, pages = {503--529}, year = {2023}, url = {https://doi.org/10.1137/22m1496657}, doi = {10.1137/22M1496657}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siammax/LeRG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/simods/ZhengRG23, author = {L{\'{e}}on Zheng and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {Efficient Identification of Butterfly Sparse Matrix Factorizations}, journal = {{SIAM} J. Math. Data Sci.}, volume = {5}, number = {1}, pages = {22--49}, year = {2023}, url = {https://doi.org/10.1137/22m1488727}, doi = {10.1137/22M1488727}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/simods/ZhengRG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GononBGR23, author = {Antoine Gonon and Nicolas Brisebarre and R{\'{e}}mi Gribonval and Elisa Riccietti}, title = {Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond}, journal = {{IEEE} Trans. Inf. Theory}, volume = {69}, number = {6}, pages = {3960--3977}, year = {2023}, url = {https://doi.org/10.1109/TIT.2023.3240360}, doi = {10.1109/TIT.2023.3240360}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/GononBGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/LalanneGG23, author = {Cl{\'{e}}ment Lalanne and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, title = {On the Statistical Complexity of Estimation and Testing under Privacy Constraints}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=OarsigVib0}, timestamp = {Thu, 18 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/LalanneGG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhengPRPG23, author = {L{\'{e}}on Zheng and Gilles Puy and Elisa Riccietti and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Self-supervised learning with rotation-invariant kernels}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=8uu6JStuYm}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhengPRPG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LalanneGG23, author = {Cl{\'{e}}ment Lalanne and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Private Statistical Estimation of Many Quantiles}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {18399--18418}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/lalanne23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/LalanneGG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeGR23, author = {Quoc{-}Tung Le and R{\'{e}}mi Gribonval and Elisa Riccietti}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Does a sparse ReLU network training problem always admit an optimum ?}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/cdda0657a9f32bc7ddd4343686e7371e-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LeGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MarcotteGP23, author = {Sibylle Marcotte and R{\'{e}}mi Gribonval and Gabriel Peyr{\'{e}}}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Abide by the law and follow the flow: conservation laws for gradient flows}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c7bee9b76be21146fd592fc2b46614d5-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MarcotteGP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06943, author = {Cl{\'{e}}ment Lalanne and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, title = {Private Statistical Estimation of Many Quantiles}, journal = {CoRR}, volume = {abs/2302.06943}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06943}, doi = {10.48550/ARXIV.2302.06943}, eprinttype = {arXiv}, eprint = {2302.06943}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06943.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-02666, author = {Quoc{-}Tung Le and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {Does a sparse ReLU network training problem always admit an optimum?}, journal = {CoRR}, volume = {abs/2306.02666}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.02666}, doi = {10.48550/ARXIV.2306.02666}, eprinttype = {arXiv}, eprint = {2306.02666}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-02666.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-14535, author = {Cl{\'{e}}ment Lalanne and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, title = {About the Cost of Global Privacy in Density Estimation}, journal = {CoRR}, volume = {abs/2306.14535}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.14535}, doi = {10.48550/ARXIV.2306.14535}, eprinttype = {arXiv}, eprint = {2306.14535}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-14535.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-00144, author = {Sibylle Marcotte and R{\'{e}}mi Gribonval and Gabriel Peyr{\'{e}}}, title = {Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows}, journal = {CoRR}, volume = {abs/2307.00144}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.00144}, doi = {10.48550/ARXIV.2307.00144}, eprinttype = {arXiv}, eprint = {2307.00144}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-00144.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-00820, author = {L{\'{e}}on Zheng and Gilles Puy and Elisa Riccietti and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Butterfly factorization by algorithmic identification of rank-one blocks}, journal = {CoRR}, volume = {abs/2307.00820}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.00820}, doi = {10.48550/ARXIV.2307.00820}, eprinttype = {arXiv}, eprint = {2307.00820}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-00820.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04890, author = {R{\'{e}}mi Vaudaine and Pierre Borgnat and Paulo Gon{\c{c}}alves and R{\'{e}}mi Gribonval and M{\'{a}}rton Karsai}, title = {Temporal network compression via network hashing}, journal = {CoRR}, volume = {abs/2307.04890}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04890}, doi = {10.48550/ARXIV.2307.04890}, eprinttype = {arXiv}, eprint = {2307.04890}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04890.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-01225, author = {Antoine Gonon and Nicolas Brisebarre and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {A path-norm toolkit for modern networks: consequences, promises and challenges}, journal = {CoRR}, volume = {abs/2310.01225}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.01225}, doi = {10.48550/ARXIV.2310.01225}, eprinttype = {arXiv}, eprint = {2310.01225}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-01225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-04673, author = {Titouan Vayer and Etienne Lasalle and R{\'{e}}mi Gribonval and Paulo Gon{\c{c}}alves}, title = {Compressive Recovery of Sparse Precision Matrices}, journal = {CoRR}, volume = {abs/2311.04673}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.04673}, doi = {10.48550/ARXIV.2311.04673}, eprinttype = {arXiv}, eprint = {2311.04673}, timestamp = {Thu, 16 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-04673.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05573, author = {Ayoub Belhadji and R{\'{e}}mi Gribonval}, title = {Revisiting {RIP} guarantees for sketching operators on mixture models}, journal = {CoRR}, volume = {abs/2312.05573}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05573}, doi = {10.48550/ARXIV.2312.05573}, eprinttype = {arXiv}, eprint = {2312.05573}, timestamp = {Tue, 09 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05573.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-09940, author = {Ayoub Belhadji and R{\'{e}}mi Gribonval}, title = {Sketch and shift: a robust decoder for compressive clustering}, journal = {CoRR}, volume = {abs/2312.09940}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.09940}, doi = {10.48550/ARXIV.2312.09940}, eprinttype = {arXiv}, eprint = {2312.09940}, timestamp = {Tue, 09 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-09940.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/PascalAPRGF22, author = {Barbara Pascal and Patrice Abry and Nelly Pustelnik and St{\'{e}}phane G. Roux and R{\'{e}}mi Gribonval and Patrick Flandrin}, title = {Nonsmooth Convex Optimization to Estimate the Covid-19 Reproduction Number Space-Time Evolution With Robustness Against Low Quality Data}, journal = {{IEEE} Trans. Signal Process.}, volume = {70}, pages = {2859--2868}, year = {2022}, url = {https://doi.org/10.1109/TSP.2022.3180926}, doi = {10.1109/TSP.2022.3180926}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/PascalAPRGF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LeZRG22, author = {Quoc{-}Tung Le and L{\'{e}}on Zheng and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {Fast Learning of Fast Transforms, with Guarantees}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {3348--3352}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9747791}, doi = {10.1109/ICASSP43922.2022.9747791}, timestamp = {Tue, 07 Jun 2022 17:34:47 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LeZRG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MarcotteBGVSBG22, author = {Sibylle Marcotte and Am{\'{e}}lie Barbe and R{\'{e}}mi Gribonval and Titouan Vayer and Marc Sebban and Pierre Borgnat and Paulo Gon{\c{c}}alves}, title = {Fast Multiscale Diffusion On Graphs}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {5627--5631}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9746802}, doi = {10.1109/ICASSP43922.2022.9746802}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/MarcotteBGVSBG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-08969, author = {Cl{\'{e}}ment Lalanne and Cl{\'{e}}ment Gastaud and Nicolas Grislain and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, title = {Private Quantiles Estimation in the Presence of Atoms}, journal = {CoRR}, volume = {abs/2202.08969}, year = {2022}, url = {https://arxiv.org/abs/2202.08969}, eprinttype = {arXiv}, eprint = {2202.08969}, timestamp = {Thu, 03 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-08969.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-11874, author = {Antoine Gonon and Nicolas Brisebarre and R{\'{e}}mi Gribonval and Elisa Riccietti}, title = {Approximation speed of quantized vs. unquantized ReLU neural networks and beyond}, journal = {CoRR}, volume = {abs/2205.11874}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.11874}, doi = {10.48550/ARXIV.2205.11874}, eprinttype = {arXiv}, eprint = {2205.11874}, timestamp = {Mon, 30 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-11874.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05928, author = {Luc Giffon and R{\'{e}}mi Gribonval}, title = {Compressive Clustering with an Optical Processing Unit}, journal = {CoRR}, volume = {abs/2206.05928}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05928}, doi = {10.48550/ARXIV.2206.05928}, eprinttype = {arXiv}, eprint = {2206.05928}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-00789, author = {L{\'{e}}on Zheng and Gilles Puy and Elisa Riccietti and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Self-supervised learning with rotation-invariant kernels}, journal = {CoRR}, volume = {abs/2208.00789}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.00789}, doi = {10.48550/ARXIV.2208.00789}, eprinttype = {arXiv}, eprint = {2208.00789}, timestamp = {Tue, 09 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-00789.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-02215, author = {Cl{\'{e}}ment Lalanne and Aur{\'{e}}lien Garivier and R{\'{e}}mi Gribonval}, title = {On the Statistical Complexity of Estimation and Testing under Privacy Constraints}, journal = {CoRR}, volume = {abs/2210.02215}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.02215}, doi = {10.48550/ARXIV.2210.02215}, eprinttype = {arXiv}, eprint = {2210.02215}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-02215.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/GribonvalCKSJS21, author = {R{\'{e}}mi Gribonval and Antoine Chatalic and Nicolas Keriven and Vincent Schellekens and Laurent Jacques and Philip Schniter}, title = {Sketching Data Sets for Large-Scale Learning: Keeping only what you need}, journal = {{IEEE} Signal Process. Mag.}, volume = {38}, number = {5}, pages = {12--36}, year = {2021}, url = {https://doi.org/10.1109/MSP.2021.3092574}, doi = {10.1109/MSP.2021.3092574}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/GribonvalCKSJS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/GaultierKGB21, author = {Cl{\'{e}}ment Gaultier and Srdan Kitic and R{\'{e}}mi Gribonval and Nancy Bertin}, title = {Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {29}, pages = {1174--1187}, year = {2021}, url = {https://doi.org/10.1109/TASLP.2021.3059264}, doi = {10.1109/TASLP.2021.3059264}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/GaultierKGB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LeG21, author = {Quoc{-}Tung Le and R{\'{e}}mi Gribonval}, title = {Structured Support Exploration for Multilayer Sparse Matrix Factorization}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {3245--3249}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414238}, doi = {10.1109/ICASSP39728.2021.9414238}, timestamp = {Thu, 08 Jul 2021 17:12:48 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LeG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/StockFGGGJJ21, author = {Pierre Stock and Angela Fan and Benjamin Graham and Edouard Grave and R{\'{e}}mi Gribonval and Herv{\'{e}} J{\'{e}}gou and Armand Joulin}, title = {Training with Quantization Noise for Extreme Model Compression}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=dV19Yyi1fS3}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/StockFGGGJJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/BarbeGSBGV21, author = {Am{\'{e}}lie Barbe and Paulo Gon{\c{c}}alves and Marc Sebban and Pierre Borgnat and R{\'{e}}mi Gribonval and Titouan Vayer}, title = {Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation}, booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence, {ICTAI} 2021, Washington, DC, USA, November 1-3, 2021}, pages = {786--790}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICTAI52525.2021.00125}, doi = {10.1109/ICTAI52525.2021.00125}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/BarbeGSBGV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-01792, author = {Kilian Fatras and Younes Zine and Szymon Majewski and R{\'{e}}mi Flamary and R{\'{e}}mi Gribonval and Nicolas Courty}, title = {Minibatch optimal transport distances; analysis and applications}, journal = {CoRR}, volume = {abs/2101.01792}, year = {2021}, url = {https://arxiv.org/abs/2101.01792}, eprinttype = {arXiv}, eprint = {2101.01792}, timestamp = {Sun, 24 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-01792.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-14652, author = {Sibylle Marcotte and Am{\'{e}}lie Barbe and R{\'{e}}mi Gribonval and Titouan Vayer and Marc Sebban and Pierre Borgnat and Paulo Gon{\c{c}}alves}, title = {Fast Multiscale Diffusion on Graphs}, journal = {CoRR}, volume = {abs/2104.14652}, year = {2021}, url = {https://arxiv.org/abs/2104.14652}, eprinttype = {arXiv}, eprint = {2104.14652}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-14652.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-09370, author = {Pierre Stock and R{\'{e}}mi Gribonval}, title = {An Embedding of ReLU Networks and an Analysis of their Identifiability}, journal = {CoRR}, volume = {abs/2107.09370}, year = {2021}, url = {https://arxiv.org/abs/2107.09370}, eprinttype = {arXiv}, eprint = {2107.09370}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-09370.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-01230, author = {L{\'{e}}on Zheng and R{\'{e}}mi Gribonval and Elisa Riccietti}, title = {Identifiability in Exact Multilayer Sparse Matrix Factorization}, journal = {CoRR}, volume = {abs/2110.01230}, year = {2021}, url = {https://arxiv.org/abs/2110.01230}, eprinttype = {arXiv}, eprint = {2110.01230}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-01230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-01235, author = {L{\'{e}}on Zheng and R{\'{e}}mi Gribonval and Elisa Riccietti}, title = {Identifiability in Exact Two-Layer Sparse Matrix Factorization}, journal = {CoRR}, volume = {abs/2110.01235}, year = {2021}, url = {https://arxiv.org/abs/2110.01235}, eprinttype = {arXiv}, eprint = {2110.01235}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-01235.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-00386, author = {Quoc{-}Tung Le and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {Spurious Valleys, Spurious Minima and NP-hardness of Sparse Matrix Factorization With Fixed Support}, journal = {CoRR}, volume = {abs/2112.00386}, year = {2021}, url = {https://arxiv.org/abs/2112.00386}, eprinttype = {arXiv}, eprint = {2112.00386}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-00386.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-00423, author = {Titouan Vayer and R{\'{e}}mi Gribonval}, title = {Controlling Wasserstein distances by Kernel norms with application to Compressive Statistical Learning}, journal = {CoRR}, volume = {abs/2112.00423}, year = {2021}, url = {https://arxiv.org/abs/2112.00423}, eprinttype = {arXiv}, eprint = {2112.00423}, timestamp = {Wed, 08 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-00423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmiv/GribonvalN20, author = {R{\'{e}}mi Gribonval and Mila Nikolova}, title = {A Characterization of Proximity Operators}, journal = {J. Math. Imaging Vis.}, volume = {62}, number = {6-7}, pages = {773--789}, year = {2020}, url = {https://doi.org/10.1007/s10851-020-00951-y}, doi = {10.1007/S10851-020-00951-Y}, timestamp = {Tue, 15 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmiv/GribonvalN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/FatrasZFGC20, author = {Kilian Fatras and Younes Zine and R{\'{e}}mi Flamary and R{\'{e}}mi Gribonval and Nicolas Courty}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Learning with minibatch Wasserstein : asymptotic and gradient properties}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {2131--2141}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/fatras20a.html}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/FatrasZFGC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CarloEDBG20, author = {Diego Di Carlo and Clement Elvira and Antoine Deleforge and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {156--160}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9054647}, doi = {10.1109/ICASSP40776.2020.9054647}, timestamp = {Thu, 23 Jul 2020 16:19:28 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CarloEDBG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GuptaGDD20, author = {Sidharth Gupta and R{\'{e}}mi Gribonval and Laurent Daudet and Ivan Dokmanic}, title = {Fast Optical System Identification by Numerical Interferometry}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {1474--1478}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9054547}, doi = {10.1109/ICASSP40776.2020.9054547}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/GuptaGDD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/StockJGGJ20, author = {Pierre Stock and Armand Joulin and R{\'{e}}mi Gribonval and Benjamin Graham and Herv{\'{e}} J{\'{e}}gou}, title = {And the Bit Goes Down: Revisiting the Quantization of Neural Networks}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=rJehVyrKwH}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/StockJGGJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BarbeSGBG20, author = {Am{\'{e}}lie Barbe and Marc Sebban and Paulo Gon{\c{c}}alves and Pierre Borgnat and R{\'{e}}mi Gribonval}, editor = {Frank Hutter and Kristian Kersting and Jefrey Lijffijt and Isabel Valera}, title = {Graph Diffusion Wasserstein Distances}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12458}, pages = {577--592}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-67661-2\_34}, doi = {10.1007/978-3-030-67661-2\_34}, timestamp = {Sat, 28 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/BarbeSGBG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-07320, author = {Angela Fan and Pierre Stock and Benjamin Graham and Edouard Grave and R{\'{e}}mi Gribonval and Herv{\'{e}} J{\'{e}}gou and Armand Joulin}, title = {Training with Quantization Noise for Extreme Model Compression}, journal = {CoRR}, volume = {abs/2004.07320}, year = {2020}, url = {https://arxiv.org/abs/2004.07320}, eprinttype = {arXiv}, eprint = {2004.07320}, timestamp = {Wed, 22 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-07320.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-08085, author = {R{\'{e}}mi Gribonval and Gilles Blanchard and Nicolas Keriven and Yann Traonmilin}, title = {Statistical Learning Guarantees for Compressive Clustering and Compressive Mixture Modeling}, journal = {CoRR}, volume = {abs/2004.08085}, year = {2020}, url = {https://arxiv.org/abs/2004.08085}, eprinttype = {arXiv}, eprint = {2004.08085}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-08085.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-10228, author = {Cl{\'{e}}ment Gaultier and Srdan Kitic and R{\'{e}}mi Gribonval and Nancy Bertin}, title = {Sparsity-based audio declipping methods: overview, new algorithms, and large-scale evaluation}, journal = {CoRR}, volume = {abs/2005.10228}, year = {2020}, url = {https://arxiv.org/abs/2005.10228}, eprinttype = {arXiv}, eprint = {2005.10228}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-10228.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-01839, author = {R{\'{e}}mi Gribonval and Antoine Chatalic and Nicolas Keriven and Vincent Schellekens and Laurent Jacques and Philip Schniter}, title = {Sketching Datasets for Large-Scale Learning (long version)}, journal = {CoRR}, volume = {abs/2008.01839}, year = {2020}, url = {https://arxiv.org/abs/2008.01839}, eprinttype = {arXiv}, eprint = {2008.01839}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-01839.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-06340, author = {Clement Elvira and Jeremy E. Cohen and C{\'{e}}dric Herzet and R{\'{e}}mi Gribonval}, title = {Continuous dictionaries meet low-rank tensor approximations}, journal = {CoRR}, volume = {abs/2009.06340}, year = {2020}, url = {https://arxiv.org/abs/2009.06340}, eprinttype = {arXiv}, eprint = {2009.06340}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-06340.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siammax/DokmanicG19, author = {Ivan Dokmanic and R{\'{e}}mi Gribonval}, title = {Concentration of the Frobenius Norm of Generalized Matrix Inverses}, journal = {{SIAM} J. Matrix Anal. Appl.}, volume = {40}, number = {1}, pages = {92--121}, year = {2019}, url = {https://doi.org/10.1137/17M1145409}, doi = {10.1137/17M1145409}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/siammax/DokmanicG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/DantasG19, author = {C{\'{a}}ssio Fraga Dantas and R{\'{e}}mi Gribonval}, title = {Stable Safe Screening and Structured Dictionaries for Faster {\(\mathscr{l}\)}\({}_{\mbox{1}}\) Regularization}, journal = {{IEEE} Trans. Signal Process.}, volume = {67}, number = {14}, pages = {3756--3769}, year = {2019}, url = {https://doi.org/10.1109/TSP.2019.2919404}, doi = {10.1109/TSP.2019.2919404}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/DantasG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ByrneCGS19, author = {Evan Byrne and Antoine Chatalic and R{\'{e}}mi Gribonval and Philip Schniter}, title = {Sketched Clustering via Hybrid Approximate Message Passing}, journal = {{IEEE} Trans. Signal Process.}, volume = {67}, number = {17}, pages = {4556--4569}, year = {2019}, url = {https://doi.org/10.1109/TSP.2019.2924585}, doi = {10.1109/TSP.2019.2924585}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/ByrneCGS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/DantasCG19, author = {C{\'{a}}ssio Fraga Dantas and J{\'{e}}r{\'{e}}my E. Cohen and R{\'{e}}mi Gribonval}, title = {Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising}, booktitle = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a, Spain, September 2-6, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/EUSIPCO.2019.8902593}, doi = {10.23919/EUSIPCO.2019.8902593}, timestamp = {Mon, 25 Nov 2019 12:04:51 +0100}, biburl = {https://dblp.org/rec/conf/eusipco/DantasCG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ElviraGSH19, author = {Cl{\'{e}}ment Elvira and R{\'{e}}mi Gribonval and Charles Soussen and C{\'{e}}dric Herzet}, title = {{OMP} and Continuous Dictionaries: Is k-step Recovery Possible?}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {5546--5550}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683617}, doi = {10.1109/ICASSP.2019.8683617}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ElviraGSH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SchellekensCHMJ19, author = {Vincent Schellekens and Antoine Chatalic and Florimond Houssiau and Yves{-}Alexandre de Montjoye and Laurent Jacques and R{\'{e}}mi Gribonval}, title = {Differentially Private Compressive K-means}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {7933--7937}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8682829}, doi = {10.1109/ICASSP.2019.8682829}, timestamp = {Sun, 30 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SchellekensCHMJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/StockGGJ19, author = {Pierre Stock and Benjamin Graham and R{\'{e}}mi Gribonval and Herv{\'{e}} J{\'{e}}gou}, title = {Equi-normalization of Neural Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=r1gEqiC9FX}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/StockGGJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GuptaGDD19, author = {Sidharth Gupta and R{\'{e}}mi Gribonval and Laurent Daudet and Ivan Dokmanic}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Don't take it lightly: Phasing optical random projections with unknown operators}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {14826--14836}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/b49fdab097253cac48e3dc628a49da5e-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GuptaGDD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/whispers/DantasCG19, author = {C{\'{a}}ssio Fraga Dantas and J{\'{e}}r{\'{e}}my E. Cohen and R{\'{e}}mi Gribonval}, title = {Hyperspectral Image Denoising using Dictionary Learning}, booktitle = {10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, {WHISPERS} 2019, Amsterdam, Netherlands, September 24-26, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/WHISPERS.2019.8921110}, doi = {10.1109/WHISPERS.2019.8921110}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/whispers/DantasCG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10416, author = {Pierre Stock and Benjamin Graham and R{\'{e}}mi Gribonval and Herv{\'{e}} J{\'{e}}gou}, title = {Equi-normalization of Neural Networks}, journal = {CoRR}, volume = {abs/1902.10416}, year = {2019}, url = {http://arxiv.org/abs/1902.10416}, eprinttype = {arXiv}, eprint = {1902.10416}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-06311, author = {Cl{\'{e}}ment Elvira and R{\'{e}}mi Gribonval and Charles Soussen and C{\'{e}}dric Herzet}, title = {When does {OMP} achieve support recovery with continuous dictionaries?}, journal = {CoRR}, volume = {abs/1904.06311}, year = {2019}, url = {http://arxiv.org/abs/1904.06311}, eprinttype = {arXiv}, eprint = {1904.06311}, timestamp = {Thu, 25 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-06311.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-01208, author = {R{\'{e}}mi Gribonval and Gitta Kutyniok and Morten Nielsen and Felix Voigtl{\"{a}}nder}, title = {Approximation spaces of deep neural networks}, journal = {CoRR}, volume = {abs/1905.01208}, year = {2019}, url = {http://arxiv.org/abs/1905.01208}, eprinttype = {arXiv}, eprint = {1905.01208}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-01208.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-01703, author = {Sidharth Gupta and R{\'{e}}mi Gribonval and Laurent Daudet and Ivan Dokmanic}, title = {Don't take it lightly: Phasing optical random projections with unknown operators}, journal = {CoRR}, volume = {abs/1907.01703}, year = {2019}, url = {http://arxiv.org/abs/1907.01703}, eprinttype = {arXiv}, eprint = {1907.01703}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-01703.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-05686, author = {Pierre Stock and Armand Joulin and R{\'{e}}mi Gribonval and Benjamin Graham and Herv{\'{e}} J{\'{e}}gou}, title = {And the Bit Goes Down: Revisiting the Quantization of Neural Networks}, journal = {CoRR}, volume = {abs/1907.05686}, year = {2019}, url = {http://arxiv.org/abs/1907.05686}, eprinttype = {arXiv}, eprint = {1907.05686}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-05686.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-04091, author = {Kilian Fatras and Younes Zine and R{\'{e}}mi Flamary and R{\'{e}}mi Gribonval and Nicolas Courty}, title = {Learning with minibatch Wasserstein : asymptotic and gradient properties}, journal = {CoRR}, volume = {abs/1910.04091}, year = {2019}, url = {http://arxiv.org/abs/1910.04091}, eprinttype = {arXiv}, eprint = {1910.04091}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-04091.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/ChafiiPGB18, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval and Faouzi Bader}, title = {Adaptive Wavelet Packet Modulation}, journal = {{IEEE} Trans. Commun.}, volume = {66}, number = {7}, pages = {2947--2957}, year = {2018}, url = {https://doi.org/10.1109/TCOMM.2018.2809586}, doi = {10.1109/TCOMM.2018.2809586}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/ChafiiPGB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/MagoarouGT18, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval and Nicolas Tremblay}, title = {Approximate Fast Graph Fourier Transforms via Multilayer Sparse Approximations}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {4}, number = {2}, pages = {407--420}, year = {2018}, url = {https://doi.org/10.1109/TSIPN.2017.2710619}, doi = {10.1109/TSIPN.2017.2710619}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsipn/MagoarouGT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/JainZPG18, author = {Himalaya Jain and Joaquin Zepeda and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Learning a Complete Image Indexing Pipeline}, booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018}, pages = {4933--4941}, publisher = {Computer Vision Foundation / {IEEE} Computer Society}, year = {2018}, url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Jain\_Learning\_a\_Complete\_CVPR\_2018\_paper.html}, doi = {10.1109/CVPR.2018.00518}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/JainZPG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/DantasCG18, author = {C{\'{a}}ssio Fraga Dantas and J{\'{e}}r{\'{e}}my E. Cohen and R{\'{e}}mi Gribonval}, editor = {Yannick Deville and Sharon Gannot and Russell Mason and Mark D. Plumbley and Dominic Ward}, title = {Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions}, booktitle = {Latent Variable Analysis and Signal Separation - 14th International Conference, {LVA/ICA} 2018, Guildford, UK, July 2-5, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10891}, pages = {456--466}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93764-9\_42}, doi = {10.1007/978-3-319-93764-9\_42}, timestamp = {Mon, 26 Jun 2023 20:48:01 +0200}, biburl = {https://dblp.org/rec/conf/ica/DantasCG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GaultierBG18, author = {Cl{\'{e}}ment Gaultier and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {Cascade: Channel-Aware Structured Cosparse Audio Declipper}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {571--575}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8461694}, doi = {10.1109/ICASSP.2018.8461694}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GaultierBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DantasG18, author = {C{\'{a}}ssio Fraga Dantas and R{\'{e}}mi Gribonval}, title = {Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {4069--4073}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8461514}, doi = {10.1109/ICASSP.2018.8461514}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DantasG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ChatalicGK18, author = {Antoine Chatalic and R{\'{e}}mi Gribonval and Nicolas Keriven}, title = {Large-Scale High-Dimensional Clustering with Fast Sketching}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {4714--4718}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8461328}, doi = {10.1109/ICASSP.2018.8461328}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ChatalicGK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ict/ChafiiPGB18, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval and Faouzi Bader}, title = {Fourier Based Adaptive Waveform}, booktitle = {25th International Conference on Telecommunications, {ICT} 2018, Saint Malo, France, June 26-28, 2018}, pages = {37--41}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICT.2018.8464864}, doi = {10.1109/ICT.2018.8464864}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/ict/ChafiiPGB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TukuljacDG18, author = {Helena Peic Tukuljac and Antoine Deleforge and R{\'{e}}mi Gribonval}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {{MULAN:} {A} Blind and Off-Grid Method for Multichannel Echo Retrieval}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {2186--2196}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/c9f95a0a5af052bffce5c89917335f67-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/TukuljacDG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-09905, author = {Nicolas Keriven and R{\'{e}}mi Gribonval}, title = {Instance Optimal Decoding and the Restricted Isometry Property}, journal = {CoRR}, volume = {abs/1802.09905}, year = {2018}, url = {http://arxiv.org/abs/1802.09905}, eprinttype = {arXiv}, eprint = {1802.09905}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-09905.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-08690, author = {Yann Traonmilin and Samuel Vaiter and R{\'{e}}mi Gribonval}, title = {Is the 1-norm the best convex sparse regularization?}, journal = {CoRR}, volume = {abs/1806.08690}, year = {2018}, url = {http://arxiv.org/abs/1806.08690}, eprinttype = {arXiv}, eprint = {1806.08690}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-08690.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-07921, author = {Ivan Dokmanic and R{\'{e}}mi Gribonval}, title = {Concentration of the Frobenius norms of pseudoinverses}, journal = {CoRR}, volume = {abs/1810.07921}, year = {2018}, url = {http://arxiv.org/abs/1810.07921}, eprinttype = {arXiv}, eprint = {1810.07921}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-07921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-13338, author = {Helena Peic Tukuljac and Antoine Deleforge and R{\'{e}}mi Gribonval}, title = {{MULAN:} {A} Blind and Off-Grid Method for Multichannel Echo Retrieval}, journal = {CoRR}, volume = {abs/1810.13338}, year = {2018}, url = {http://arxiv.org/abs/1810.13338}, eprinttype = {arXiv}, eprint = {1810.13338}, timestamp = {Thu, 08 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-13338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-06635, author = {C{\'{a}}ssio Fraga Dantas and R{\'{e}}mi Gribonval}, title = {Stable safe screening and structured dictionaries for faster {\unicode{120001}}\({}_{\mbox{1}}\) regularization}, journal = {CoRR}, volume = {abs/1812.06635}, year = {2018}, url = {http://arxiv.org/abs/1812.06635}, eprinttype = {arXiv}, eprint = {1812.06635}, timestamp = {Wed, 02 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-06635.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BeckerACNGFGM17, author = {Hanna Becker and Laurent Albera and Pierre Comon and Jean{-}Claude Nunes and R{\'{e}}mi Gribonval and Julien Fleureau and Philippe Guillotel and Isabelle Merlet}, title = {{SISSY:} An efficient and automatic algorithm for the analysis of {EEG} sources based on structured sparsity}, journal = {NeuroImage}, volume = {157}, pages = {157--172}, year = {2017}, url = {https://doi.org/10.1016/j.neuroimage.2017.05.046}, doi = {10.1016/J.NEUROIMAGE.2017.05.046}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/BeckerACNGFGM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/PuyDG17, author = {Gilles Puy and Mike E. Davies and R{\'{e}}mi Gribonval}, title = {Recipes for Stable Linear Embeddings From Hilbert Spaces to {\(\mathbb{R}\)}\({}^{\mbox{m}}\)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {63}, number = {4}, pages = {2171--2187}, year = {2017}, url = {https://doi.org/10.1109/TIT.2017.2664858}, doi = {10.1109/TIT.2017.2664858}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/PuyDG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dui/ArgelaguetDLG17, author = {Ferran Argelaguet and Melanie Ducoffe and Anatole L{\'{e}}cuyer and R{\'{e}}mi Gribonval}, editor = {Maud Marchal and Robert J. Teather and Bruce H. Thomas}, title = {Spatial and rotation invariant 3D gesture recognition based on sparse representation}, booktitle = {2017 {IEEE} Symposium on 3D User Interfaces, 3DUI 2017, Los Angeles, CA, USA, March 18-19, 2017}, pages = {158--167}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/3DUI.2017.7893333}, doi = {10.1109/3DUI.2017.7893333}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3dui/ArgelaguetDLG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/MagoarouTG17, author = {Luc Le Magoarou and Nicolas Tremblay and R{\'{e}}mi Gribonval}, editor = {Michael B. Matthews}, title = {Analyzing the approximation error of the fast graph Fourier transform}, booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC} 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017}, pages = {45--49}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ACSSC.2017.8335133}, doi = {10.1109/ACSSC.2017.8335133}, timestamp = {Mon, 09 Aug 2021 14:54:04 +0200}, biburl = {https://dblp.org/rec/conf/acssc/MagoarouTG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/ByrneGS17, author = {Evan Byrne and R{\'{e}}mi Gribonval and Philip Schniter}, editor = {Michael B. Matthews}, title = {Sketched clustering via hybrid approximate message passing}, booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC} 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017}, pages = {410--414}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ACSSC.2017.8335370}, doi = {10.1109/ACSSC.2017.8335370}, timestamp = {Fri, 20 Apr 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acssc/ByrneGS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/GaultierKBG17, author = {Cl{\'{e}}ment Gaultier and Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {{AUDASCITY:} AUdio denoising by adaptive social CosparsITY}, booktitle = {25th European Signal Processing Conference, {EUSIPCO} 2017, Kos, Greece, August 28 - September 2, 2017}, pages = {1265--1269}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.23919/EUSIPCO.2017.8081411}, doi = {10.23919/EUSIPCO.2017.8081411}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/GaultierKBG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KerivenTTG17, author = {Nicolas Keriven and Nicolas Tremblay and Yann Traonmilin and R{\'{e}}mi Gribonval}, title = {Compressive K-means}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {6369--6373}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7953382}, doi = {10.1109/ICASSP.2017.7953382}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KerivenTTG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/JainZPG17, author = {Himalaya Jain and Joaquin Zepeda and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {SuBiC: {A} Supervised, Structured Binary Code for Image Search}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {833--842}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.96}, doi = {10.1109/ICCV.2017.96}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/JainZPG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/NoorzadehMOGB17, author = {Saman Noorzadeh and Pierre Maurel and Thomas Oberlin and R{\'{e}}mi Gribonval and Christian Barillot}, editor = {Maxime Descoteaux and Lena Maier{-}Hein and Alfred M. Franz and Pierre Jannin and D. Louis Collins and Simon Duchesne}, title = {Multi-modal {EEG} and fMRI Source Estimation Using Sparse Constraints}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10433}, pages = {442--450}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-66182-7\_51}, doi = {10.1007/978-3-319-66182-7\_51}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/NoorzadehMOGB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TraonmilinPGD17, author = {Yann Traonmilin and Gilles Puy and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Compressed sensing in Hilbert spaces}, journal = {CoRR}, volume = {abs/1702.04917}, year = {2017}, url = {http://arxiv.org/abs/1702.04917}, eprinttype = {arXiv}, eprint = {1702.04917}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TraonmilinPGD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GribonvalBKT17, author = {R{\'{e}}mi Gribonval and Gilles Blanchard and Nicolas Keriven and Yann Traonmilin}, title = {Compressive Statistical Learning with Random Feature Moments}, journal = {CoRR}, volume = {abs/1706.07180}, year = {2017}, url = {http://arxiv.org/abs/1706.07180}, eprinttype = {arXiv}, eprint = {1706.07180}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GribonvalBKT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DokmanicG17, author = {Ivan Dokmanic and R{\'{e}}mi Gribonval}, title = {Beyond Moore-Penrose Part {I:} Generalized Inverses that Minimize Matrix Norms}, journal = {CoRR}, volume = {abs/1706.08349}, year = {2017}, url = {http://arxiv.org/abs/1706.08349}, eprinttype = {arXiv}, eprint = {1706.08349}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DokmanicG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DokmanicG17a, author = {Ivan Dokmanic and R{\'{e}}mi Gribonval}, title = {Beyond Moore-Penrose Part {II:} The Sparse Pseudoinverse}, journal = {CoRR}, volume = {abs/1706.08701}, year = {2017}, url = {http://arxiv.org/abs/1706.08701}, eprinttype = {arXiv}, eprint = {1706.08701}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DokmanicG17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-02932, author = {Himalaya Jain and Joaquin Zepeda and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {{SUBIC:} {A} supervised, structured binary code for image search}, journal = {CoRR}, volume = {abs/1708.02932}, year = {2017}, url = {http://arxiv.org/abs/1708.02932}, eprinttype = {arXiv}, eprint = {1708.02932}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-02932.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00386, author = {Luc Le Magoarou and Nicolas Tremblay and R{\'{e}}mi Gribonval}, title = {Analyzing the Approximation Error of the Fast Graph Fourier Transform}, journal = {CoRR}, volume = {abs/1711.00386}, year = {2017}, url = {http://arxiv.org/abs/1711.00386}, eprinttype = {arXiv}, eprint = {1711.00386}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00386.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-11259, author = {Cl{\'{e}}ment Gaultier and Nancy Bertin and Srdan Kitic and R{\'{e}}mi Gribonval}, title = {A modeling and algorithmic framework for (non)social (co)sparse audio restoration}, journal = {CoRR}, volume = {abs/1711.11259}, year = {2017}, url = {http://arxiv.org/abs/1711.11259}, eprinttype = {arXiv}, eprint = {1711.11259}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-11259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-02849, author = {Evan Byrne and R{\'{e}}mi Gribonval and Philip Schniter}, title = {Sketched Clustering via Hybrid Approximate Message Passing}, journal = {CoRR}, volume = {abs/1712.02849}, year = {2017}, url = {http://arxiv.org/abs/1712.02849}, eprinttype = {arXiv}, eprint = {1712.02849}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-02849.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-04480, author = {Himalaya Jain and Joaquin Zepeda and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Learning a Complete Image Indexing Pipeline}, journal = {CoRR}, volume = {abs/1712.04480}, year = {2017}, url = {http://arxiv.org/abs/1712.04480}, eprinttype = {arXiv}, eprint = {1712.04480}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-04480.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jstsp/WakinGKRW16, author = {Michael B. Wakin and R{\'{e}}mi Gribonval and Visa Koivunen and Justin K. Romberg and John Wright}, title = {Introduction to the Issue on Structured Matrices in Signal and Data Processing}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {10}, number = {4}, pages = {605--607}, year = {2016}, url = {https://doi.org/10.1109/JSTSP.2016.2553398}, doi = {10.1109/JSTSP.2016.2553398}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jstsp/WakinGKRW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jstsp/MagoarouG16, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval}, title = {Flexible Multilayer Sparse Approximations of Matrices and Applications}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {10}, number = {4}, pages = {688--700}, year = {2016}, url = {https://doi.org/10.1109/JSTSP.2016.2543461}, doi = {10.1109/JSTSP.2016.2543461}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jstsp/MagoarouG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/ChafiiPGB16, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval and Faouzi Bader}, title = {A Necessary Condition for Waveforms With Better {PAPR} Than {OFDM}}, journal = {{IEEE} Trans. Commun.}, volume = {64}, number = {8}, pages = {3395--3405}, year = {2016}, url = {https://doi.org/10.1109/TCOMM.2016.2584068}, doi = {10.1109/TCOMM.2016.2584068}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/ChafiiPGB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/SeibertWGK16, author = {Matthias Seibert and Julian W{\"{o}}rmann and R{\'{e}}mi Gribonval and Martin Kleinsteuber}, title = {Learning Co-Sparse Analysis Operators With Separable Structures}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {1}, pages = {120--130}, year = {2016}, url = {https://doi.org/10.1109/TSP.2015.2481875}, doi = {10.1109/TSP.2015.2481875}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/SeibertWGK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/KiticABG16, author = {Srdan Kitic and Laurent Albera and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {Physics-Driven Inverse Problems Made Tractable With Cosparse Regularization}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {2}, pages = {335--348}, year = {2016}, url = {https://doi.org/10.1109/TSP.2015.2480045}, doi = {10.1109/TSP.2015.2480045}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/KiticABG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/JainPGZJ16, author = {Himalaya Jain and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval and Joaquin Zepeda and Herv{\'{e}} J{\'{e}}gou}, editor = {Bastian Leibe and Jiri Matas and Nicu Sebe and Max Welling}, title = {Approximate Search with Quantized Sparse Representations}, booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {9911}, pages = {681--696}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46478-7\_42}, doi = {10.1007/978-3-319-46478-7\_42}, timestamp = {Wed, 07 Dec 2022 23:10:23 +0100}, biburl = {https://dblp.org/rec/conf/eccv/JainPGZJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/ChafiiPGB16, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval and Alister G. Burr}, title = {Power spectral density limitations of the wavelet-OFDM system}, booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest, Hungary, August 29 - September 2, 2016}, pages = {1428--1432}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/EUSIPCO.2016.7760484}, doi = {10.1109/EUSIPCO.2016.7760484}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/ChafiiPGB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NowakowskiBGRD16, author = {Thibault Nowakowski and Nancy Bertin and R{\'{e}}mi Gribonval and Julien de Rosny and Laurent Daudet}, title = {Membrane shape and boundary conditions estimation using eigenmode decomposition}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {3336--3340}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472295}, doi = {10.1109/ICASSP.2016.7472295}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/NowakowskiBGRD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TremblayPBGV16, author = {Nicolas Tremblay and Gilles Puy and Pierre Borgnat and R{\'{e}}mi Gribonval and Pierre Vandergheynst}, title = {Accelerated spectral clustering using graph filtering of random signals}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {4094--4098}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472447}, doi = {10.1109/ICASSP.2016.7472447}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/TremblayPBGV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MagoarouG16, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval}, title = {Are there approximate fast fourier transforms on graphs?}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {4811--4815}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472591}, doi = {10.1109/ICASSP.2016.7472591}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/MagoarouG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KerivenBGP16, author = {Nicolas Keriven and Anthony Bourrier and R{\'{e}}mi Gribonval and Patrick P{\'{e}}rez}, title = {Sketching for large-scale learning of mixture models}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {6190--6194}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472867}, doi = {10.1109/ICASSP.2016.7472867}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KerivenBGP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BertinKG16, author = {Nancy Bertin and Srdan Kitic and R{\'{e}}mi Gribonval}, title = {Joint estimation of sound source location and boundary impedance with physics-driven cosparse regularization}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {6340--6344}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472897}, doi = {10.1109/ICASSP.2016.7472897}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BertinKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TremblayPGV16, author = {Nicolas Tremblay and Gilles Puy and R{\'{e}}mi Gribonval and Pierre Vandergheynst}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Compressive Spectral Clustering}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {1002--1011}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/tremblay16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/TremblayPGV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itw/TraonmilinG16, author = {Yann Traonmilin and R{\'{e}}mi Gribonval}, title = {A framework for low-complexity signal recovery and its application to structured sparsity}, booktitle = {2016 {IEEE} Information Theory Workshop, {ITW} 2016, Cambridge, United Kingdom, September 11-14, 2016}, pages = {156--160}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ITW.2016.7606815}, doi = {10.1109/ITW.2016.7606815}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/itw/TraonmilinG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vtc/ChafiiDPBG16, author = {Marwa Chafii and Mamadou Lamarana Diallo and Jacques Palicot and Faouzi Bader and R{\'{e}}mi Gribonval}, title = {Adaptive Tone Reservation for Better {BER} Performance in a Frequency Selective Fading Channel}, booktitle = {{IEEE} 83rd Vehicular Technology Conference, {VTC} Spring 2016, Nanjing, China, May 15-18, 2016}, pages = {1--3}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/VTCSpring.2016.7504119}, doi = {10.1109/VTCSPRING.2016.7504119}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/vtc/ChafiiDPBG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TremblayPGV16, author = {Nicolas Tremblay and Gilles Puy and R{\'{e}}mi Gribonval and Pierre Vandergheynst}, title = {Compressive Spectral Clustering}, journal = {CoRR}, volume = {abs/1602.02018}, year = {2016}, url = {http://arxiv.org/abs/1602.02018}, eprinttype = {arXiv}, eprint = {1602.02018}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TremblayPGV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KerivenBGP16, author = {Nicolas Keriven and Anthony Bourrier and R{\'{e}}mi Gribonval and Patrick P{\'{e}}rez}, title = {Sketching for Large-Scale Learning of Mixture Models}, journal = {CoRR}, volume = {abs/1606.02838}, year = {2016}, url = {http://arxiv.org/abs/1606.02838}, eprinttype = {arXiv}, eprint = {1606.02838}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KerivenBGP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JainPGZJ16, author = {Himalaya Jain and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval and Joaquin Zepeda and Herv{\'{e}} J{\'{e}}gou}, title = {Approximate search with quantized sparse representations}, journal = {CoRR}, volume = {abs/1608.03308}, year = {2016}, url = {http://arxiv.org/abs/1608.03308}, eprinttype = {arXiv}, eprint = {1608.03308}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JainPGZJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AbrolAAAAABBBBB16, author = {Vinayak Abrol and Olivier Absil and Pierre{-}Antoine Absil and Sandrine Anthoine and Philippe Antoine and Thomas Arildsen and Nancy Bertin and Folkert Bleichrodt and J{\'{e}}r{\^{o}}me Bobin and Anne Bol and Antoine Bonnefoy and Francesco Caltagirone and Valerio Cambareri and Cecile Chenot and Vladimir S. Crnojevic and Marie Dankov{\'{a}} and K{\'{e}}vin Degraux and Jens Eisert and Mohamed{-}Jalal Fadili and Marylou Gabri{\'{e}} and Nicolas Gac and Daniele Giacobello and Carlos A. Gomez Gonzalez and Adriana Gonzalez and Pierre{-}Yves Gousenbourger and Mads Gr{\ae}sb{\o}ll Christensen and R{\'{e}}mi Gribonval and St{\'{e}}phanie Gu{\'{e}}rit and Shaoguang Huang and Paul Irofti and Laurent Jacques and Ulugbek S. Kamilov and Srdan Kitic and Martin Kliesch and Florent Krzakala and John A. Lee and Wenzhi Liao and Tobias Lindstr{\o}m Jensen and Andre Manoel and Hassan Mansour and Ali Mohammad{-}Djafari and Amirafshar Moshtaghpour and Fred Maurice Ngol{\`{e}} Mboula and Beno{\^{\i}}t Pairet and Marko Panic and Gabriel Peyr{\'{e}} and Aleksandra Pizurica and Pavel Rajmic and Matthieu Roblin and Ingo Roth and Anil Kumar Sao and Pulkit Sharma and Jean{-}Luc Starck and Eric W. Tramel and Toon van Waterschoot and Dejan Vukobratovic and Li Wang and Benedikt Wirth and Gerhard Wunder and Hongyan Zhang}, title = {Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)}, journal = {CoRR}, volume = {abs/1609.04167}, year = {2016}, url = {http://arxiv.org/abs/1609.04167}, eprinttype = {arXiv}, eprint = {1609.04167}, timestamp = {Wed, 02 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AbrolAAAAABBBBB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KerivenTTG16, author = {Nicolas Keriven and Nicolas Tremblay and Yann Traonmilin and R{\'{e}}mi Gribonval}, title = {Compressive K-means}, journal = {CoRR}, volume = {abs/1610.08738}, year = {2016}, url = {http://arxiv.org/abs/1610.08738}, eprinttype = {arXiv}, eprint = {1610.08738}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KerivenTTG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MagoarouGT16, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval and Nicolas Tremblay}, title = {Approximate Fast Fourier Transforms on graphs via multi-layer sparse approximations}, journal = {CoRR}, volume = {abs/1612.04542}, year = {2016}, url = {http://arxiv.org/abs/1612.04542}, eprinttype = {arXiv}, eprint = {1612.04542}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MagoarouGT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmiv/BourrierPGPJ15, author = {Anthony Bourrier and Florent Perronnin and R{\'{e}}mi Gribonval and Patrick P{\'{e}}rez and Herv{\'{e}} J{\'{e}}gou}, title = {Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels}, journal = {J. Math. Imaging Vis.}, volume = {52}, number = {3}, pages = {459--468}, year = {2015}, url = {https://doi.org/10.1007/s10851-015-0555-2}, doi = {10.1007/S10851-015-0555-2}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmiv/BourrierPGPJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/BeckerACGWM15, author = {Hanna Becker and Laurent Albera and Pierre Comon and R{\'{e}}mi Gribonval and Fabrice Wendling and Isabelle Merlet}, title = {Brain-Source Imaging: From sparse to tensor models}, journal = {{IEEE} Signal Process. Mag.}, volume = {32}, number = {6}, pages = {100--112}, year = {2015}, url = {https://doi.org/10.1109/MSP.2015.2413711}, doi = {10.1109/MSP.2015.2413711}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/BeckerACGWM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalJBKS15, author = {R{\'{e}}mi Gribonval and Rodolphe Jenatton and Francis R. Bach and Martin Kleinsteuber and Matthias Seibert}, title = {Sample Complexity of Dictionary Learning and Other Matrix Factorizations}, journal = {{IEEE} Trans. Inf. Theory}, volume = {61}, number = {6}, pages = {3469--3486}, year = {2015}, url = {https://doi.org/10.1109/TIT.2015.2424238}, doi = {10.1109/TIT.2015.2424238}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/GribonvalJBKS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalJB15, author = {R{\'{e}}mi Gribonval and Rodolphe Jenatton and Francis R. Bach}, title = {Sparse and Spurious: Dictionary Learning With Noise and Outliers}, journal = {{IEEE} Trans. Inf. Theory}, volume = {61}, number = {11}, pages = {6298--6319}, year = {2015}, url = {https://doi.org/10.1109/TIT.2015.2472522}, doi = {10.1109/TIT.2015.2472522}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/GribonvalJB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/BonnefoyERG15, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso}, journal = {{IEEE} Trans. Signal Process.}, volume = {63}, number = {19}, pages = {5121--5132}, year = {2015}, url = {https://doi.org/10.1109/TSP.2015.2447503}, doi = {10.1109/TSP.2015.2447503}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/BonnefoyERG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/camsap/BeckerKAGFGKSM15, author = {Hanna Becker and Ahmad Karfoul and Laurent Albera and R{\'{e}}mi Gribonval and Julien Fleureau and Philippe Guillotel and Amar Kachenoura and Lotfi Senhadji and Isabelle Merlet}, title = {Tensor decomposition exploiting structural constraints for brain source imaging}, booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16, 2015}, pages = {181--184}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CAMSAP.2015.7383766}, doi = {10.1109/CAMSAP.2015.7383766}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/camsap/BeckerKAGFGKSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/AlberaBKGKBSHM15, author = {Laurent Albera and Hanna Becker and Ahmad Karfoul and R{\'{e}}mi Gribonval and Amar Kachenoura and Siouar Bensaid and Lotfi Senhadji and Alfredo I. Hern{\'{a}}ndez and Isabelle Merlet}, title = {Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic {EEG} data}, booktitle = {37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015}, pages = {6995--6998}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EMBC.2015.7320002}, doi = {10.1109/EMBC.2015.7320002}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/embc/AlberaBKGKBSHM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/PuyDG15, author = {Gilles Puy and Mike E. Davies and R{\'{e}}mi Gribonval}, title = {Linear embeddings of low-dimensional subsets of a Hilbert space to R\({}^{\mbox{m}}\)}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {469--473}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362427}, doi = {10.1109/EUSIPCO.2015.7362427}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/PuyDG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/OberlinBGM15, author = {Thomas Oberlin and Christian Barillot and R{\'{e}}mi Gribonval and Pierre Maurel}, title = {Symmetrical {EEG-FMRI} imaging by sparse regularization}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {1870--1874}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362708}, doi = {10.1109/EUSIPCO.2015.7362708}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/OberlinBGM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/MagoarouGG15, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval and Alexandre Gramfort}, title = {FA{\(\mu\)}ST: Speeding up linear transforms for tractable inverse problems}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {2516--2520}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362838}, doi = {10.1109/EUSIPCO.2015.7362838}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eusipco/MagoarouGG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/KiticBG15, author = {Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval}, editor = {Emmanuel Vincent and Arie Yeredor and Zbynek Koldovsk{\'{y}} and Petr Tichavsk{\'{y}}}, title = {Sparsity and Cosparsity for Audio Declipping: {A} Flexible Non-convex Approach}, booktitle = {Latent Variable Analysis and Signal Separation - 12th International Conference, {LVA/ICA} 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9237}, pages = {243--250}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-22482-4\_28}, doi = {10.1007/978-3-319-22482-4\_28}, timestamp = {Fri, 18 Sep 2020 07:54:42 +0200}, biburl = {https://dblp.org/rec/conf/ica/KiticBG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MagoarouG15, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval}, title = {Chasing butterflies: In search of efficient dictionaries}, booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015}, pages = {3287--3291}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICASSP.2015.7178579}, doi = {10.1109/ICASSP.2015.7178579}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/MagoarouG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SeibertWGK15, author = {Matthias Seibert and Julian W{\"{o}}rmann and R{\'{e}}mi Gribonval and Martin Kleinsteuber}, title = {Learning Co-Sparse Analysis Operators with Separable Structures}, journal = {CoRR}, volume = {abs/1503.02398}, year = {2015}, url = {http://arxiv.org/abs/1503.02398}, eprinttype = {arXiv}, eprint = {1503.02398}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SeibertWGK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KiticBG15, author = {Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {Sparsity and cosparsity for audio declipping: a flexible non-convex approach}, journal = {CoRR}, volume = {abs/1506.01830}, year = {2015}, url = {http://arxiv.org/abs/1506.01830}, eprinttype = {arXiv}, eprint = {1506.01830}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KiticBG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MagoarouG15, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval}, title = {Flexible Multi-layer Sparse Approximations of Matrices and Applications}, journal = {CoRR}, volume = {abs/1506.07300}, year = {2015}, url = {http://arxiv.org/abs/1506.07300}, eprinttype = {arXiv}, eprint = {1506.07300}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MagoarouG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PuyDG15, author = {Gilles Puy and Mike E. Davies and R{\'{e}}mi Gribonval}, title = {Recipes for stable linear embeddings from Hilbert spaces to {\textdollar}{\textbackslash}mathbb\{R\}{\^{}}m{\textdollar}}, journal = {CoRR}, volume = {abs/1509.06947}, year = {2015}, url = {http://arxiv.org/abs/1509.06947}, eprinttype = {arXiv}, eprint = {1509.06947}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PuyDG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TremblayPBGV15, author = {Nicolas Tremblay and Gilles Puy and Pierre Borgnat and R{\'{e}}mi Gribonval and Pierre Vandergheynst}, title = {Accelerated Spectral Clustering Using Graph Filtering Of Random Signals}, journal = {CoRR}, volume = {abs/1509.08863}, year = {2015}, url = {http://arxiv.org/abs/1509.08863}, eprinttype = {arXiv}, eprint = {1509.08863}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TremblayPBGV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TraonmilinG15, author = {Yann Traonmilin and R{\'{e}}mi Gribonval}, title = {Stable recovery of low-dimensional cones in Hilbert spaces: One {RIP} to rule them all}, journal = {CoRR}, volume = {abs/1510.00504}, year = {2015}, url = {http://arxiv.org/abs/1510.00504}, eprinttype = {arXiv}, eprint = {1510.00504}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TraonmilinG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PuyTGV15, author = {Gilles Puy and Nicolas Tremblay and R{\'{e}}mi Gribonval and Pierre Vandergheynst}, title = {Random sampling of bandlimited signals on graphs}, journal = {CoRR}, volume = {abs/1511.05118}, year = {2015}, url = {http://arxiv.org/abs/1511.05118}, eprinttype = {arXiv}, eprint = {1511.05118}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PuyTGV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/ChafiiPG14, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval}, title = {Closed-form approximations of the peak-to-average power ratio distribution for multi-carrier modulation and their applications}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2014}, pages = {121}, year = {2014}, url = {https://doi.org/10.1186/1687-6180-2014-121}, doi = {10.1186/1687-6180-2014-121}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ejasp/ChafiiPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/VincentBGB14, author = {Emmanuel Vincent and Nancy Bertin and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, title = {From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound}, journal = {{IEEE} Signal Process. Mag.}, volume = {31}, number = {3}, pages = {107--115}, year = {2014}, url = {https://doi.org/10.1109/MSP.2013.2297440}, doi = {10.1109/MSP.2013.2297440}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/VincentBGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/BourrierDPPG14, author = {Anthony Bourrier and Mike E. Davies and Tomer Peleg and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Fundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems}, journal = {{IEEE} Trans. Inf. Theory}, volume = {60}, number = {12}, pages = {7928--7946}, year = {2014}, url = {https://doi.org/10.1109/TIT.2014.2364403}, doi = {10.1109/TIT.2014.2364403}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/BourrierDPPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/BenichouxSVG14, author = {Alexis Benichoux and Laurent S. R. Simon and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Convex Regularizations for the Simultaneous Recording of Room Impulse Responses}, journal = {{IEEE} Trans. Signal Process.}, volume = {62}, number = {8}, pages = {1976--1986}, year = {2014}, url = {https://doi.org/10.1109/TSP.2014.2303431}, doi = {10.1109/TSP.2014.2303431}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/BenichouxSVG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/BilenPGD14, author = {Cagdas Bilen and Gilles Puy and R{\'{e}}mi Gribonval and Laurent Daudet}, title = {Convex Optimization Approaches for Blind Sensor Calibration Using Sparsity}, journal = {{IEEE} Trans. Signal Process.}, volume = {62}, number = {18}, pages = {4847--4856}, year = {2014}, url = {https://doi.org/10.1109/TSP.2014.2342651}, doi = {10.1109/TSP.2014.2342651}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/BilenPGD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/BonnefoyERG14, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {A dynamic screening principle for the Lasso}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {6--10}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6951960/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BonnefoyERG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/BeckerACGM14, author = {Hanna Becker and Laurent Albera and Pierre Comon and R{\'{e}}mi Gribonval and Isabelle Merlet}, title = {Fast, variation-based methods for the analysis of extended brain sources}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {41--45}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6951967/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BeckerACGM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/SeibertWGK14, author = {Matthias Seibert and Julian W{\"{o}}rmann and R{\'{e}}mi Gribonval and Martin Kleinsteuber}, title = {Separable cosparse Analysis Operator learning}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {770--774}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6952253/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/SeibertWGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/ChafiiPG14, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval}, title = {Closed-form approximations of the {PAPR} distribution for Multi-Carrier Modulation systems}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {1920--1924}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6952704/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/ChafiiPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/EmiyaBDG14, author = {Valentin Emiya and Antoine Bonnefoy and Laurent Daudet and R{\'{e}}mi Gribonval}, title = {Compressed sensing with unknown sensor permutation}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {1040--1044}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6853755}, doi = {10.1109/ICASSP.2014.6853755}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/EmiyaBDG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KiticBG14, author = {Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval}, title = {Hearing behind walls: Localizing sources in the room next door with cosparsity}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {3087--3091}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854168}, doi = {10.1109/ICASSP.2014.6854168}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KiticBG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BeckerACGWM14, author = {Hanna Becker and Laurent Albera and Pierre Comon and R{\'{e}}mi Gribonval and Fabrice Wendling and Isabelle Merlet}, title = {A performance study of various brain source imaging approaches}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {5869--5873}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854729}, doi = {10.1109/ICASSP.2014.6854729}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BeckerACGWM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TillmannGP14, author = {Andreas M. Tillmann and R{\'{e}}mi Gribonval and Marc E. Pfetsch}, title = {Projection onto the cosparse set is NP-hard}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {7148--7152}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854987}, doi = {10.1109/ICASSP.2014.6854987}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/TillmannGP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isccsp/ChafiiPG14, author = {Marwa Chafii and Jacques Palicot and R{\'{e}}mi Gribonval}, title = {A {PAPR} upper bound of generalized waveforms for multi-carrier modulation systems}, booktitle = {6th International Symposium on Communications, Control and Signal Processing, {ISCCSP} 2014, Athens, Greece, May 21-23, 2014}, pages = {461--464}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ISCCSP.2014.6877913}, doi = {10.1109/ISCCSP.2014.6877913}, timestamp = {Wed, 16 Oct 2019 14:14:54 +0200}, biburl = {https://dblp.org/rec/conf/isccsp/ChafiiPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/AlberaKBPG14, author = {Laurent Albera and Srdan Kitic and Nancy Bertin and Gilles Puy and R{\'{e}}mi Gribonval}, title = {Brain source localization using a physics-driven structured cosparse representation of {EEG} signals}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2014, Reims, France, September 21-24, 2014}, pages = {1--6}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/MLSP.2014.6958871}, doi = {10.1109/MLSP.2014.6958871}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/AlberaKBPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssp/SeibertKGJB14, author = {Matthias Seibert and Martin Kleinsteuber and R{\'{e}}mi Gribonval and Rodolphe Jenatton and Francis R. Bach}, title = {On the sample complexity of sparse dictionary learning}, booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold Coast, Australia, June 29 - July 2, 2014}, pages = {244--247}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/SSP.2014.6884621}, doi = {10.1109/SSP.2014.6884621}, timestamp = {Wed, 16 Oct 2019 14:14:54 +0200}, biburl = {https://dblp.org/rec/conf/ssp/SeibertKGJB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BilenPGD14, author = {Cagdas Bilen and Gilles Puy and R{\'{e}}mi Gribonval and Laurent Daudet}, title = {Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit}, journal = {CoRR}, volume = {abs/1403.4267}, year = {2014}, url = {http://arxiv.org/abs/1403.4267}, eprinttype = {arXiv}, eprint = {1403.4267}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BilenPGD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SeibertWGK14, author = {Matthias Seibert and Julian W{\"{o}}rmann and R{\'{e}}mi Gribonval and Martin Kleinsteuber}, title = {Separable Cosparse Analysis Operator Learning}, journal = {CoRR}, volume = {abs/1406.1621}, year = {2014}, url = {http://arxiv.org/abs/1406.1621}, eprinttype = {arXiv}, eprint = {1406.1621}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SeibertWGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MagoarouG14, author = {Luc Le Magoarou and R{\'{e}}mi Gribonval}, title = {Learning computationally efficient dictionaries and their implementation as fast transforms}, journal = {CoRR}, volume = {abs/1406.5388}, year = {2014}, url = {http://arxiv.org/abs/1406.5388}, eprinttype = {arXiv}, eprint = {1406.5388}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MagoarouG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GribonvalJB14, author = {R{\'{e}}mi Gribonval and Rodolphe Jenatton and Francis R. Bach}, title = {Sparse and spurious: dictionary learning with noise and outliers}, journal = {CoRR}, volume = {abs/1407.5155}, year = {2014}, url = {http://arxiv.org/abs/1407.5155}, eprinttype = {arXiv}, eprint = {1407.5155}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GribonvalJB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JacquesVB14, author = {Laurent Jacques and Christophe De Vleeschouwer and Yannick Boursier and Prasad Sudhakar and C. De Mol and Aleksandra Pizurica and Sandrine Anthoine and Pierre Vandergheynst and Pascal Frossard and Cagdas Bilen and Srdan Kitic and Nancy Bertin and R{\'{e}}mi Gribonval and Nicolas Boumal and Bamdev Mishra and Pierre{-}Antoine Absil and Rodolphe Sepulchre and Shaun Bundervoet and Colas Schretter and Ann Dooms and Peter Schelkens and Olivier Chabiron and Fran{\c{c}}ois Malgouyres and Jean{-}Yves Tourneret and Nicolas Dobigeon and Pierre Chainais and C{\'{e}}dric Richard and Bruno Cornelis and Ingrid Daubechies and David B. Dunson and Marie Dankov{\'{a}} and Pavel Rajmic and K{\'{e}}vin Degraux and Valerio Cambareri and Bert Geelen and Gauthier Lafruit and Gianluca Setti and Jean{-}Fran{\c{c}}ois Determe and J{\'{e}}r{\^{o}}me Louveaux and Fran{\c{c}}ois Horlin and Ang{\'{e}}lique Dr{\'{e}}meau and Patrick H{\'{e}}as and C{\'{e}}dric Herzet and Vincent Duval and Gabriel Peyr{\'{e}} and Alhussein Fawzi and Mike E. Davies and Nicolas Gillis and Stephen A. Vavasis and Charles Soussen and Luc Le Magoarou and Jingwei Liang and Jalal Fadili and Antoine Liutkus and David Martina and Sylvain Gigan and Laurent Daudet and Mauro Maggioni and Stanislav Minsker and Nate Strawn and C. Mory and Fred Maurice Ngol{\`{e}} Mboula and Jean{-}Luc Starck and Ignace Loris and Samuel Vaiter and Mohammad Golbabaee and Dejan Vukobratovic}, title = {Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)}, journal = {CoRR}, volume = {abs/1410.0719}, year = {2014}, url = {http://arxiv.org/abs/1410.0719}, eprinttype = {arXiv}, eprint = {1410.0719}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JacquesVB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BonnefoyERG14, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso}, journal = {CoRR}, volume = {abs/1412.4080}, year = {2014}, url = {http://arxiv.org/abs/1412.4080}, eprinttype = {arXiv}, eprint = {1412.4080}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BonnefoyERG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/DuongVG13, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Spatial location priors for Gaussian model based reverberant audio source separation}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2013}, pages = {149}, year = {2013}, url = {https://doi.org/10.1186/1687-6180-2013-149}, doi = {10.1186/1687-6180-2013-149}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejasp/DuongVG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jat/GribonvalN13, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {The restricted isometry property meets nonlinear approximation with redundant frames}, journal = {J. Approx. Theory}, volume = {165}, number = {1}, pages = {1--19}, year = {2013}, url = {https://doi.org/10.1016/j.jat.2012.09.008}, doi = {10.1016/J.JAT.2012.09.008}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jat/GribonvalN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/SoussenGIH13, author = {Charles Soussen and R{\'{e}}mi Gribonval and J{\'{e}}r{\^{o}}me Idier and C{\'{e}}dric Herzet}, title = {Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares}, journal = {{IEEE} Trans. Inf. Theory}, volume = {59}, number = {5}, pages = {3158--3174}, year = {2013}, url = {https://doi.org/10.1109/TIT.2013.2238606}, doi = {10.1109/TIT.2013.2238606}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/SoussenGIH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/HerzetSIG13, author = {C{\'{e}}dric Herzet and Charles Soussen and J{\'{e}}r{\^{o}}me Idier and R{\'{e}}mi Gribonval}, title = {Exact Recovery Conditions for Sparse Representations With Partial Support Information}, journal = {{IEEE} Trans. Inf. Theory}, volume = {59}, number = {11}, pages = {7509--7524}, year = {2013}, url = {https://doi.org/10.1109/TIT.2013.2278179}, doi = {10.1109/TIT.2013.2278179}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/HerzetSIG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/YaghoobiNGD13, author = {Mehrdad Yaghoobi and Sangnam Nam and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling}, journal = {{IEEE} Trans. Signal Process.}, volume = {61}, number = {9}, pages = {2341--2355}, year = {2013}, url = {https://doi.org/10.1109/TSP.2013.2250968}, doi = {10.1109/TSP.2013.2250968}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/YaghoobiNGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/BilenPGD13, author = {Cagdas Bilen and Gilles Puy and R{\'{e}}mi Gribonval and Laurent Daudet}, title = {Blind phase calibration in sparse recovery}, booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech, Morocco, September 9-13, 2013}, pages = {1--5}, publisher = {{IEEE}}, year = {2013}, url = {https://ieeexplore.ieee.org/document/6811563/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BilenPGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/PelegGD13, author = {Tomer Peleg and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Compressed sensing and best approximation from unions of subspaces: Beyond dictionaries}, booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech, Morocco, September 9-13, 2013}, pages = {1--5}, publisher = {{IEEE}}, year = {2013}, url = {https://ieeexplore.ieee.org/document/6811411/}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/PelegGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BourrierGP13, author = {Anthony Bourrier and R{\'{e}}mi Gribonval and Patrick P{\'{e}}rez}, title = {Compressive Gaussian Mixture estimation}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {6024--6028}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6638821}, doi = {10.1109/ICASSP.2013.6638821}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BourrierGP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BenichouxVG13, author = {Alexis Benichoux and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {6108--6112}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6638838}, doi = {10.1109/ICASSP.2013.6638838}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BenichouxVG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/ShenKBG13, author = {Hao Shen and Martin Kleinsteuber and Cagdas Bilen and R{\'{e}}mi Gribonval}, title = {A conjugate gradient algorithm for blind sensor calibration in sparse recovery}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013}, pages = {1--5}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/MLSP.2013.6661914}, doi = {10.1109/MLSP.2013.6661914}, timestamp = {Mon, 02 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/ShenKBG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GribonvalM13, author = {R{\'{e}}mi Gribonval and Pierre Machart}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Reconciling "priors" {\&} "priors" without prejudice?}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {2193--2201}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/dc58e3a306451c9d670adcd37004f48f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GribonvalM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-5305, author = {Andreas M. Tillmann and R{\'{e}}mi Gribonval and Marc E. Pfetsch}, title = {Projection Onto The k-Cosparse Set is NP-Hard}, journal = {CoRR}, volume = {abs/1303.5305}, year = {2013}, url = {http://arxiv.org/abs/1303.5305}, eprinttype = {arXiv}, eprint = {1303.5305}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-5305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-4008, author = {C{\'{e}}dric Herzet and Charles Soussen and J{\'{e}}r{\^{o}}me Idier and R{\'{e}}mi Gribonval}, title = {Exact Recovery Conditions for Sparse Representations with Partial Support Information}, journal = {CoRR}, volume = {abs/1305.4008}, year = {2013}, url = {http://arxiv.org/abs/1305.4008}, eprinttype = {arXiv}, eprint = {1305.4008}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-4008.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BilenPGD13, author = {Cagdas Bilen and Gilles Puy and R{\'{e}}mi Gribonval and Laurent Daudet}, title = {Convex Optimization Approaches for Blind Sensor Calibration using Sparsity}, journal = {CoRR}, volume = {abs/1308.5354}, year = {2013}, url = {http://arxiv.org/abs/1308.5354}, eprinttype = {arXiv}, eprint = {1308.5354}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BilenPGD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BourrierDPPG13, author = {Anthony Bourrier and Mike E. Davies and Tomer Peleg and Patrick P{\'{e}}rez and R{\'{e}}mi Gribonval}, title = {Fundamental performance limits for ideal decoders in high-dimensional linear inverse problems}, journal = {CoRR}, volume = {abs/1311.6239}, year = {2013}, url = {http://arxiv.org/abs/1311.6239}, eprinttype = {arXiv}, eprint = {1311.6239}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BourrierDPPG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GribonvalJBKS13, author = {R{\'{e}}mi Gribonval and Rodolphe Jenatton and Francis R. Bach and Martin Kleinsteuber and Matthias Seibert}, title = {Sample Complexity of Dictionary Learning and other Matrix Factorizations}, journal = {CoRR}, volume = {abs/1312.3790}, year = {2013}, url = {http://arxiv.org/abs/1312.3790}, eprinttype = {arXiv}, eprint = {1312.3790}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GribonvalJBKS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/PuyVGW12, author = {Gilles Puy and Pierre Vandergheynst and R{\'{e}}mi Gribonval and Yves Wiaux}, title = {Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2012}, pages = {6}, year = {2012}, url = {https://doi.org/10.1186/1687-6180-2012-6}, doi = {10.1186/1687-6180-2012-6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejasp/PuyVGW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/VigneronZGV12, author = {Vincent Vigneron and Vicente Zarzoso and R{\'{e}}mi Gribonval and Emmanuel Vincent}, title = {Latent variable analysis and signal separation}, journal = {Signal Process.}, volume = {92}, number = {8}, pages = {1765--1766}, year = {2012}, url = {https://doi.org/10.1016/j.sigpro.2012.01.001}, doi = {10.1016/J.SIGPRO.2012.01.001}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/VigneronZGV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/ArberetOBG12, author = {Simon Arberet and Alexey Ozerov and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {A tractable framework for estimating and combining spectral source models for audio source separation}, journal = {Signal Process.}, volume = {92}, number = {8}, pages = {1886--1901}, year = {2012}, url = {https://doi.org/10.1016/j.sigpro.2011.12.022}, doi = {10.1016/J.SIGPRO.2011.12.022}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/ArberetOBG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/AdlerEJEGP12, author = {Amir Adler and Valentin Emiya and Maria G. Jafari and Michael Elad and R{\'{e}}mi Gribonval and Mark D. Plumbley}, title = {Audio Inpainting}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {20}, number = {3}, pages = {922--932}, year = {2012}, url = {https://doi.org/10.1109/TASL.2011.2168211}, doi = {10.1109/TASL.2011.2168211}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/AdlerEJEGP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalCD12, author = {R{\'{e}}mi Gribonval and Volkan Cevher and Mike E. Davies}, title = {Compressible Distributions for High-Dimensional Statistics}, journal = {{IEEE} Trans. Inf. Theory}, volume = {58}, number = {8}, pages = {5016--5034}, year = {2012}, url = {https://doi.org/10.1109/TIT.2012.2197174}, doi = {10.1109/TIT.2012.2197174}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/GribonvalCD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/BenichouxSBG12, author = {Alexis Benichoux and Prasad Sudhakar and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, editor = {Fabian J. Theis and Andrzej Cichocki and Arie Yeredor and Michael Zibulevsky}, title = {Some Uniqueness Results in Sparse Convolutive Source Separation}, booktitle = {Latent Variable Analysis and Signal Separation - 10th International Conference, {LVA/ICA} 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7191}, pages = {196--203}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-28551-6\_25}, doi = {10.1007/978-3-642-28551-6\_25}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/ica/BenichouxSBG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/StefanakisMEBGC12, author = {Nikolaos Stefanakis and Jacques Marchal and Valentin Emiya and Nancy Bertin and R{\'{e}}mi Gribonval and Pierre Cervenka}, title = {Sparse underwater acoustic imaging: {A} case study}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {2509--2512}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6288426}, doi = {10.1109/ICASSP.2012.6288426}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/StefanakisMEBGC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GribonvalCD12, author = {R{\'{e}}mi Gribonval and Gilles Chardon and Laurent Daudet}, title = {Blind calibration for compressed sensing by convex optimization}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {2713--2716}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6288477}, doi = {10.1109/ICASSP.2012.6288477}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/GribonvalCD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NamG12, author = {Sangnam Nam and R{\'{e}}mi Gribonval}, title = {Physics-driven structured cosparse modeling for source localization}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {5397--5400}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6289141}, doi = {10.1109/ICASSP.2012.6289141}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/NamG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YaghoobiNGD12, author = {Mehrdad Yaghoobi and Sangnam Nam and R{\'{e}}mi Gribonval and Michael E. Davies}, title = {Noise aware analysis operator learning for approximately cosparse signals}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {5409--5412}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6289144}, doi = {10.1109/ICASSP.2012.6289144}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YaghoobiNGD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-4133, author = {Mehrdad Yaghoobi and Sangnam Nam and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling}, journal = {CoRR}, volume = {abs/1205.4133}, year = {2012}, url = {http://arxiv.org/abs/1205.4133}, eprinttype = {arXiv}, eprint = {1205.4133}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-4133.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-0685, author = {Rodolphe Jenatton and R{\'{e}}mi Gribonval and Francis R. Bach}, title = {Local stability and robustness of sparse dictionary learning in the presence of noise}, journal = {CoRR}, volume = {abs/1210.0685}, year = {2012}, url = {http://arxiv.org/abs/1210.0685}, eprinttype = {arXiv}, eprint = {1210.0685}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-0685.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HerzetSIG12, author = {C{\'{e}}dric Herzet and Charles Soussen and J{\'{e}}r{\^{o}}me Idier and R{\'{e}}mi Gribonval}, title = {Coherence-based Partial Exact Recovery Condition for {OMP/OLS}}, journal = {CoRR}, volume = {abs/1211.7283}, year = {2012}, url = {http://arxiv.org/abs/1211.7283}, eprinttype = {arXiv}, eprint = {1211.7283}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HerzetSIG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/MailheGVB11, author = {Boris Mailh{\'{e}} and R{\'{e}}mi Gribonval and Pierre Vandergheynst and Fr{\'{e}}d{\'{e}}ric Bimbot}, title = {Fast orthogonal sparse approximation algorithms over local dictionaries}, journal = {Signal Process.}, volume = {91}, number = {12}, pages = {2822--2835}, year = {2011}, url = {https://doi.org/10.1016/j.sigpro.2011.01.004}, doi = {10.1016/J.SIGPRO.2011.01.004}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigpro/MailheGVB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/Gribonval11, author = {R{\'{e}}mi Gribonval}, title = {Should Penalized Least Squares Regression be Interpreted as Maximum {A} Posteriori Estimation?}, journal = {{IEEE} Trans. Signal Process.}, volume = {59}, number = {5}, pages = {2405--2410}, year = {2011}, url = {https://doi.org/10.1109/TSP.2011.2107908}, doi = {10.1109/TSP.2011.2107908}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/Gribonval11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/SturmCG11, author = {Bob L. Sturm and Mads Gr{\ae}sb{\o}ll Christensen and R{\'{e}}mi Gribonval}, editor = {Michael B. Matthews}, title = {Cyclic pure greedy algorithms for recovering compressively sampled sparse signals}, booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November 6-9, 2011}, pages = {1143--1147}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ACSSC.2011.6190193}, doi = {10.1109/ACSSC.2011.6190193}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/acssc/SturmCG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/camsap/NamDEG11, author = {Sangnam Nam and Michael E. Davies and Michael Elad and R{\'{e}}mi Gribonval}, title = {Recovery of cosparse signals with Greedy Analysis Pursuit in the presence of noise}, booktitle = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16, 2011}, pages = {361--364}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/CAMSAP.2011.6136026}, doi = {10.1109/CAMSAP.2011.6136026}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/camsap/NamDEG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/GiryesNGD11, author = {Raja Giryes and Sangnam Nam and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Iterative cosparse projection algorithms for the recovery of cosparse vectors}, booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO} 2011, Barcelona, Spain, August 29 - Sept. 2, 2011}, pages = {1460--1464}, publisher = {{IEEE}}, year = {2011}, url = {https://ieeexplore.ieee.org/document/7074185/}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/GiryesNGD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/YaghoobiNGD11, author = {Mehrdad Yaghoobi and Sangnam Nam and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Analysis operator learning for overcomplete cosparse representations}, booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO} 2011, Barcelona, Spain, August 29 - Sept. 2, 2011}, pages = {1470--1474}, publisher = {{IEEE}}, year = {2011}, url = {https://ieeexplore.ieee.org/document/7074220/}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/YaghoobiNGD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DuongVG11, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {An acoustically-motivated spatial prior for under-determined reverberant source separation}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {9--12}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946315}, doi = {10.1109/ICASSP.2011.5946315}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DuongVG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DuongTVOGS11, author = {Ngoc Q. K. Duong and Hideyuki Tachibana and Emmanuel Vincent and Nobutaka Ono and R{\'{e}}mi Gribonval and Shigeki Sagayama}, title = {Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {205--208}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946376}, doi = {10.1109/ICASSP.2011.5946376}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DuongTVOGS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/AdlerEJEGP11, author = {Amir Adler and Valentin Emiya and Maria G. Jafari and Michael Elad and R{\'{e}}mi Gribonval and Mark D. Plumbley}, title = {A constrained matching pursuit approach to audio declipping}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {329--332}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946407}, doi = {10.1109/ICASSP.2011.5946407}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/AdlerEJEGP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ArberetSG11, author = {Simon Arberet and Prasad Sudhakar and R{\'{e}}mi Gribonval}, title = {A wideband doubly-sparse approach for {MITO} sparse filter estimation}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {2876--2879}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5947085}, doi = {10.1109/ICASSP.2011.5947085}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ArberetSG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NamDEG11, author = {Sangnam Nam and Michael E. Davies and Michael Elad and R{\'{e}}mi Gribonval}, title = {Cosparse analysis modeling - uniqueness and algorithms}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {5804--5807}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5947680}, doi = {10.1109/ICASSP.2011.5947680}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/NamDEG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waspaa/BenichouxVG11, author = {Alexis Benichoux and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {A compressed sensing approach to the simultaneous recording of multiple room impulse responses}, booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and Acoustics, {WASPAA} 2011, New Paltz, NY, USA, October 16-19, 2011}, pages = {285--288}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ASPAA.2011.6082284}, doi = {10.1109/ASPAA.2011.6082284}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waspaa/BenichouxVG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GribonvalCD11, author = {R{\'{e}}mi Gribonval and Volkan Cevher and Mike E. Davies}, title = {Compressible Distributions for High-dimensional Statistics}, journal = {CoRR}, volume = {abs/1102.1249}, year = {2011}, url = {http://arxiv.org/abs/1102.1249}, eprinttype = {arXiv}, eprint = {1102.1249}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GribonvalCD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1106-4987, author = {Sangnam Nam and Mike E. Davies and Michael Elad and R{\'{e}}mi Gribonval}, title = {The Cosparse Analysis Model and Algorithms}, journal = {CoRR}, volume = {abs/1106.4987}, year = {2011}, url = {http://arxiv.org/abs/1106.4987}, eprinttype = {arXiv}, eprint = {1106.4987}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1106-4987.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1110-5870, author = {Gilles Puy and Pierre Vandergheynst and R{\'{e}}mi Gribonval and Yves Wiaux}, title = {Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques}, journal = {CoRR}, volume = {abs/1110.5870}, year = {2011}, url = {http://arxiv.org/abs/1110.5870}, eprinttype = {arXiv}, eprint = {1110.5870}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1110-5870.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/PlumbleyBDGD10, author = {Mark D. Plumbley and Thomas Blumensath and Laurent Daudet and R{\'{e}}mi Gribonval and Mike E. Davies}, title = {Sparse Representations in Audio and Music: From Coding to Source Separation}, journal = {Proc. {IEEE}}, volume = {98}, number = {6}, pages = {995--1005}, year = {2010}, url = {https://doi.org/10.1109/JPROC.2009.2030345}, doi = {10.1109/JPROC.2009.2030345}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/PlumbleyBDGD10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/KowalskiVG10, author = {Matthieu Kowalski and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {18}, number = {7}, pages = {1818--1829}, year = {2010}, url = {https://doi.org/10.1109/TASL.2010.2050089}, doi = {10.1109/TASL.2010.2050089}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/KowalskiVG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/DuongVG10, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {18}, number = {7}, pages = {1830--1840}, year = {2010}, url = {https://doi.org/10.1109/TASL.2010.2050716}, doi = {10.1109/TASL.2010.2050716}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/DuongVG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalS10, author = {R{\'{e}}mi Gribonval and Karin Schnass}, title = {Dictionary identification: sparse matrix-factorization via l1-minimization}, journal = {{IEEE} Trans. Inf. Theory}, volume = {56}, number = {7}, pages = {3523--3539}, year = {2010}, url = {https://doi.org/10.1109/TIT.2010.2048466}, doi = {10.1109/TIT.2010.2048466}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/GribonvalS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/CasanovasMVG10, author = {Anna Llagostera Casanovas and Gianluca Monaci and Pierre Vandergheynst and R{\'{e}}mi Gribonval}, title = {Blind Audiovisual Source Separation Based on Sparse Redundant Representations}, journal = {{IEEE} Trans. Multim.}, volume = {12}, number = {5}, pages = {358--371}, year = {2010}, url = {https://doi.org/10.1109/TMM.2010.2050650}, doi = {10.1109/TMM.2010.2050650}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/CasanovasMVG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ArberetGB10, author = {Simon Arberet and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, title = {A robust method to count and locate audio sources in a multichannel underdetermined mixture}, journal = {{IEEE} Trans. Signal Process.}, volume = {58}, number = {1}, pages = {121--133}, year = {2010}, url = {https://doi.org/10.1109/TSP.2009.2030854}, doi = {10.1109/TSP.2009.2030854}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/ArberetGB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/DuongVG10, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, editor = {Vincent Vigneron and Vicente Zarzoso and Eric Moreau and R{\'{e}}mi Gribonval and Emmanuel Vincent}, title = {Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation}, booktitle = {Latent Variable Analysis and Signal Separation - 9th International Conference, {LVA/ICA} 2010, St. Malo, France, September 27-30, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6365}, pages = {73--80}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15995-4\_10}, doi = {10.1007/978-3-642-15995-4\_10}, timestamp = {Mon, 05 Feb 2024 20:32:12 +0100}, biburl = {https://dblp.org/rec/conf/ica/DuongVG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/ItoVOGS10, author = {Nobutaka Ito and Emmanuel Vincent and Nobutaka Ono and R{\'{e}}mi Gribonval and Shigeki Sagayama}, editor = {Vincent Vigneron and Vicente Zarzoso and Eric Moreau and R{\'{e}}mi Gribonval and Emmanuel Vincent}, title = {Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays}, booktitle = {Latent Variable Analysis and Signal Separation - 9th International Conference, {LVA/ICA} 2010, St. Malo, France, September 27-30, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6365}, pages = {81--88}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15995-4\_11}, doi = {10.1007/978-3-642-15995-4\_11}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ica/ItoVOGS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/SudhakarAG10, author = {Prasad Sudhakar and Simon Arberet and R{\'{e}}mi Gribonval}, editor = {Vincent Vigneron and Vicente Zarzoso and Eric Moreau and R{\'{e}}mi Gribonval and Emmanuel Vincent}, title = {Double Sparsity: Towards Blind Estimation of Multiple Channels}, booktitle = {Latent Variable Analysis and Signal Separation - 9th International Conference, {LVA/ICA} 2010, St. Malo, France, September 27-30, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6365}, pages = {571--578}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15995-4\_71}, doi = {10.1007/978-3-642-15995-4\_71}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ica/SudhakarAG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DuongVG10, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Under-determined convolutive blind source separation using spatial covariance models}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, {USA}}, pages = {9--12}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ICASSP.2010.5496284}, doi = {10.1109/ICASSP.2010.5496284}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DuongVG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/JailletGPZ10, author = {Florent Jaillet and R{\'{e}}mi Gribonval and Mark D. Plumbley and Hadi Zayyani}, title = {An {L1} criterion for dictionary learning by subspace identification}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, {USA}}, pages = {5482--5485}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ICASSP.2010.5495206}, doi = {10.1109/ICASSP.2010.5495206}, timestamp = {Sun, 04 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/JailletGPZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isspa/ArberetODVGBV10, author = {Simon Arberet and Alexey Ozerov and Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot and Pierre Vandergheynst}, title = {Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation}, booktitle = {10th International Conference on Information Sciences, Signal Processing and their Applications, {ISSPA} 2010, Kuala Lumpur, Malaysia, 10-13 May, 2010}, pages = {1--4}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ISSPA.2010.5605570}, doi = {10.1109/ISSPA.2010.5605570}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isspa/ArberetODVGBV10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ica/2010, editor = {Vincent Vigneron and Vicente Zarzoso and Eric Moreau and R{\'{e}}mi Gribonval and Emmanuel Vincent}, title = {Latent Variable Analysis and Signal Separation - 9th International Conference, {LVA/ICA} 2010, St. Malo, France, September 27-30, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6365}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15995-4}, doi = {10.1007/978-3-642-15995-4}, isbn = {978-3-642-15994-7}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/2010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/GononBG09, author = {Gilles Gonon and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {Probabilistic scoring using decision trees for fast and scalable speaker recognition}, journal = {Speech Commun.}, volume = {51}, number = {11}, pages = {1065--1081}, year = {2009}, url = {https://doi.org/10.1016/j.specom.2009.02.007}, doi = {10.1016/J.SPECOM.2009.02.007}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/GononBG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/DaviesG09, author = {Michael Evan Davies and R{\'{e}}mi Gribonval}, title = {Restricted isometry constants where l\({}^{\mbox{p}}\)sparse recovery can fail for 0 {\textless} p {\textless}= 1}, journal = {{IEEE} Trans. Inf. Theory}, volume = {55}, number = {5}, pages = {2203--2214}, year = {2009}, url = {https://doi.org/10.1109/TIT.2009.2016030}, doi = {10.1109/TIT.2009.2016030}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/DaviesG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MailheGBLVV09, author = {Boris Mailh{\'{e}} and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot and Mathieu Lemay and Pierre Vandergheynst and Jean{-}Marc Vesin}, title = {Dictionary learning for the sparse modelling of atrial fibrillation in {ECG} signals}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {465--468}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4959621}, doi = {10.1109/ICASSP.2009.4959621}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/MailheGBLVV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NainiGJV09, author = {Farid M. Naini and R{\'{e}}mi Gribonval and Laurent Jacques and Pierre Vandergheynst}, title = {Compressive sampling of pulse trains: Spread the spectrum!}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {2877--2880}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4960224}, doi = {10.1109/ICASSP.2009.4960224}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/NainiGJV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MailheGBV09, author = {Boris Mailh{\'{e}} and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot and Pierre Vandergheynst}, title = {A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {3445--3448}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4960366}, doi = {10.1109/ICASSP.2009.4960366}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/MailheGBV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/SudhakarG09, author = {Prasad Sudhakar and R{\'{e}}mi Gribonval}, editor = {T{\"{u}}lay Adali and Christian Jutten and Jo{\~{a}}o Marcos Travassos Romano and Allan Kardec Barros}, title = {A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation}, booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5441}, pages = {338--345}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00599-2\_43}, doi = {10.1007/978-3-642-00599-2\_43}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ida/SudhakarG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/ArberetOGB09, author = {Simon Arberet and Alexey Ozerov and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, editor = {T{\"{u}}lay Adali and Christian Jutten and Jo{\~{a}}o Marcos Travassos Romano and Allan Kardec Barros}, title = {Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation}, booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5441}, pages = {751--758}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00599-2\_94}, doi = {10.1007/978-3-642-00599-2\_94}, timestamp = {Tue, 23 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/ArberetOGB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/VincentAG09, author = {Emmanuel Vincent and Simon Arberet and R{\'{e}}mi Gribonval}, editor = {T{\"{u}}lay Adali and Christian Jutten and Jo{\~{a}}o Marcos Travassos Romano and Allan Kardec Barros}, title = {Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling}, booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5441}, pages = {775--782}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00599-2\_97}, doi = {10.1007/978-3-642-00599-2\_97}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/VincentAG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waspaa/EmiyaVG09, author = {Valentin Emiya and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {An investigation of discrete-state discriminant approaches to single-sensor source separation}, booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and Acoustics, {WASPAA} '09, New Paltz, NY, USA, October 18-21, 2009}, pages = {97--100}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ASPAA.2009.5346515}, doi = {10.1109/ASPAA.2009.5346515}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waspaa/EmiyaVG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waspaa/DuongVG09, author = {Ngoc Q. K. Duong and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Spatial covariance models for under-determined reverberant audio source separation}, booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and Acoustics, {WASPAA} '09, New Paltz, NY, USA, October 18-21, 2009}, pages = {129--132}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ASPAA.2009.5346503}, doi = {10.1109/ASPAA.2009.5346503}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waspaa/DuongVG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0904-4774, author = {R{\'{e}}mi Gribonval and Karin Schnass}, title = {Dictionary Identification - Sparse Matrix-Factorisation via {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Minimisation}, journal = {CoRR}, volume = {abs/0904.4774}, year = {2009}, url = {http://arxiv.org/abs/0904.4774}, eprinttype = {arXiv}, eprint = {0904.4774}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0904-4774.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0912-3848, author = {David K. Hammond and Pierre Vandergheynst and R{\'{e}}mi Gribonval}, title = {Wavelets on Graphs via Spectral Graph Theory}, journal = {CoRR}, volume = {abs/0912.3848}, year = {2009}, url = {http://arxiv.org/abs/0912.3848}, eprinttype = {arXiv}, eprint = {0912.3848}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0912-3848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/adcm/GribonvalN08, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {Beyond sparsity: Recovering structured representations by \emph{l}\({}^{\mbox{1}}\)\{{\textbackslash}ell\}{\^{}}1 minimization and greedy algorithms}, journal = {Adv. Comput. Math.}, volume = {28}, number = {1}, pages = {23--41}, year = {2008}, url = {https://doi.org/10.1007/s10444-005-9009-5}, doi = {10.1007/S10444-005-9009-5}, timestamp = {Tue, 18 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/adcm/GribonvalN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/GribonvalS08, author = {R{\'{e}}mi Gribonval and Karin Schnass}, title = {Dictionary identifiability from few training samples}, booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne, Switzerland, August 25-29, 2008}, pages = {1--5}, publisher = {{IEEE}}, year = {2008}, url = {https://ieeexplore.ieee.org/document/7080548/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/GribonvalS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/KowalskiVG08, author = {Matthieu Kowalski and Emmanuel Vincent and R{\'{e}}mi Gribonval}, title = {Under-determined source separation via mixed-norm regularized minimization}, booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne, Switzerland, August 25-29, 2008}, pages = {1--5}, publisher = {{IEEE}}, year = {2008}, url = {https://ieeexplore.ieee.org/document/7080426/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/KowalskiVG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/MailheLGBV08, author = {Boris Mailh{\'{e}} and Sylvain Lesage and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot and Pierre Vandergheynst}, title = {Shift-invariant dictionary learning for sparse representations: Extending {K-SVD}}, booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne, Switzerland, August 25-29, 2008}, pages = {1--5}, publisher = {{IEEE}}, year = {2008}, url = {https://ieeexplore.ieee.org/document/7080585/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/MailheLGBV08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CasanovasMVG08, author = {Anna Llagostera Casanovas and Gianluca Monaci and Pierre Vandergheynst and R{\'{e}}mi Gribonval}, title = {Blind audiovisual separation based on redundant representations}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {1841--1844}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4517991}, doi = {10.1109/ICASSP.2008.4517991}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CasanovasMVG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/VincentGP07, author = {Emmanuel Vincent and R{\'{e}}mi Gribonval and Mark D. Plumbley}, title = {Oracle estimators for the benchmarking of source separation algorithms}, journal = {Signal Process.}, volume = {87}, number = {8}, pages = {1933--1950}, year = {2007}, url = {https://doi.org/10.1016/j.sigpro.2007.01.016}, doi = {10.1016/J.SIGPRO.2007.01.016}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigpro/VincentGP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/OzerovPBG07, author = {Alexey Ozerov and Pierrick Philippe and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {15}, number = {5}, pages = {1564--1578}, year = {2007}, url = {https://doi.org/10.1109/TASL.2007.899291}, doi = {10.1109/TASL.2007.899291}, timestamp = {Tue, 02 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/OzerovPBG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/MonaciJVMLG07, author = {Gianluca Monaci and Philippe Jost and Pierre Vandergheynst and Boris Mailh{\'{e}} and Sylvain Lesage and R{\'{e}}mi Gribonval}, title = {Learning Multimodal Dictionaries}, journal = {{IEEE} Trans. Image Process.}, volume = {16}, number = {9}, pages = {2272--2283}, year = {2007}, url = {https://doi.org/10.1109/TIP.2007.901813}, doi = {10.1109/TIP.2007.901813}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/MonaciJVMLG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ArberetGB07, author = {Simon Arberet and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, title = {A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Anechoic Mixture}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {745--748}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366787}, doi = {10.1109/ICASSP.2007.366787}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ArberetGB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GribonvalMRSV07, author = {R{\'{e}}mi Gribonval and Boris Mailh{\'{e}} and Holger Rauhut and Karin Schnass and Pierre Vandergheynst}, title = {Average Case Analysis of Multichannel Thresholding}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {853--856}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366370}, doi = {10.1109/ICASSP.2007.366370}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GribonvalMRSV07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/GribonvalN06, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {Sparse approximations in signal and image processing}, journal = {Signal Process.}, volume = {86}, number = {3}, pages = {415--416}, year = {2006}, url = {https://doi.org/10.1016/j.sigpro.2005.07.012}, doi = {10.1016/J.SIGPRO.2005.07.012}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/GribonvalN06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/GribonvalVV06, author = {R{\'{e}}mi Gribonval and Rosa M. Figueras i Ventura and Pierre Vandergheynst}, title = {A simple test to check the optimality of a sparse signal approximation}, journal = {Signal Process.}, volume = {86}, number = {3}, pages = {496--510}, year = {2006}, url = {https://doi.org/10.1016/j.sigpro.2005.05.026}, doi = {10.1016/J.SIGPRO.2005.05.026}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/GribonvalVV06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/BenaroyaBGG06, author = {Laurent Benaroya and Fr{\'{e}}d{\'{e}}ric Bimbot and Guillaume Gravier and R{\'{e}}mi Gribonval}, title = {Experiments in audio source separation with one sensor for robust speech recognition}, journal = {Speech Commun.}, volume = {48}, number = {7}, pages = {848--854}, year = {2006}, url = {https://doi.org/10.1016/j.specom.2005.11.002}, doi = {10.1016/J.SPECOM.2005.11.002}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/BenaroyaBGG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/BenaroyaBG06, author = {Laurent Benaroya and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {Audio source separation with a single sensor}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {14}, number = {1}, pages = {191--199}, year = {2006}, url = {https://doi.org/10.1109/TSA.2005.854110}, doi = {10.1109/TSA.2005.854110}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/BenaroyaBG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/VincentGF06, author = {Emmanuel Vincent and R{\'{e}}mi Gribonval and C{\'{e}}dric F{\'{e}}votte}, title = {Performance measurement in blind audio source separation}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {14}, number = {4}, pages = {1462--1469}, year = {2006}, url = {https://doi.org/10.1109/TSA.2005.858005}, doi = {10.1109/TSA.2005.858005}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/VincentGF06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalV06, author = {R{\'{e}}mi Gribonval and Pierre Vandergheynst}, title = {On the exponential convergence of matching pursuits in quasi-incoherent dictionaries}, journal = {{IEEE} Trans. Inf. Theory}, volume = {52}, number = {1}, pages = {255--261}, year = {2006}, url = {https://doi.org/10.1109/TIT.2005.860474}, doi = {10.1109/TIT.2005.860474}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/GribonvalV06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/GribonvalL06, author = {R{\'{e}}mi Gribonval and Sylvain Lesage}, title = {A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges}, booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006, Bruges, Belgium, April 26-28, 2006, Proceedings}, pages = {323--330}, year = {2006}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-157.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/GribonvalL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/ArberetGB06, author = {Simon Arberet and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, editor = {Justinian P. Rosca and Deniz Erdogmus and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and Simon Haykin}, title = {A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Instantaneous Mixture}, booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3889}, pages = {536--543}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11679363\_67}, doi = {10.1007/11679363\_67}, timestamp = {Wed, 03 Mar 2021 09:19:59 +0100}, biburl = {https://dblp.org/rec/conf/ica/ArberetGB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/LesageKG06, author = {Sylvain Lesage and Sacha Krstulovic and R{\'{e}}mi Gribonval}, editor = {Justinian P. Rosca and Deniz Erdogmus and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and Simon Haykin}, title = {Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions}, booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3889}, pages = {633--640}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11679363\_79}, doi = {10.1007/11679363\_79}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ica/LesageKG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KrstulovicG06, author = {Sacha Krstulovic and R{\'{e}}mi Gribonval}, title = {Mptk: Matching Pursuit Made Tractable}, booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006}, pages = {496--499}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ICASSP.2006.1660699}, doi = {10.1109/ICASSP.2006.1660699}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KrstulovicG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/JostVLG06, author = {Philippe Jost and Pierre Vandergheynst and Sylvain Lesage and R{\'{e}}mi Gribonval}, title = {MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries}, booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006}, pages = {857--860}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ICASSP.2006.1661411}, doi = {10.1109/ICASSP.2006.1661411}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/JostVLG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mrcs/MonaciJVMLG06, author = {Gianluca Monaci and Philippe Jost and Pierre Vandergheynst and Boris Mailh{\'{e}} and Sylvain Lesage and R{\'{e}}mi Gribonval}, editor = {Bilge G{\"{u}}nsel and Anil K. Jain and A. Murat Tekalp and B{\"{u}}lent Sankur}, title = {Learning Multi-modal Dictionaries: Application to Audiovisual Data}, booktitle = {Multimedia Content Representation, Classification and Security, International Workshop, {MRCS} 2006, Istanbul, Turkey, September 11-13, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4105}, pages = {538--545}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11848035\_71}, doi = {10.1007/11848035\_71}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/mrcs/MonaciJVMLG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Gribonval05, author = {R{\'{e}}mi Gribonval}, title = {From projection pursuit and {CART} to adaptive discriminant analysis?}, journal = {{IEEE} Trans. Neural Networks}, volume = {16}, number = {3}, pages = {522--532}, year = {2005}, url = {https://doi.org/10.1109/TNN.2005.844900}, doi = {10.1109/TNN.2005.844900}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Gribonval05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BorupNG05, author = {Lasse Borup and Morten Nielsen and R{\'{e}}mi Gribonval}, title = {Nonlinear approximation with redundant dictionaries}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {261--264}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1415995}, doi = {10.1109/ICASSP.2005.1415995}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BorupNG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LesageGBB05, author = {Sylvain Lesage and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot and Laurent Benaroya}, title = {Learning unions of orthonormal bases with thresholded singular value decomposition}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {293--296}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1416298}, doi = {10.1109/ICASSP.2005.1416298}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LesageGBB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GribonvalVV05, author = {R{\'{e}}mi Gribonval and Rosa M. Figueras i Ventura and Pierre Vandergheynst}, title = {A simple test to check the optimality of sparse signal approximations}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {717--720}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1416404}, doi = {10.1109/ICASSP.2005.1416404}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GribonvalVV05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/GononGB05, author = {Gilles Gonon and R{\'{e}}mi Gribonval and Fr{\'{e}}d{\'{e}}ric Bimbot}, title = {Decision trees with improved efficiency for fast speaker verification}, booktitle = {{INTERSPEECH} 2005 - Eurospeech, 9th European Conference on Speech Communication and Technology, Lisbon, Portugal, September 4-8, 2005}, pages = {3077--3080}, publisher = {{ISCA}}, year = {2005}, url = {https://doi.org/10.21437/Interspeech.2005-660}, doi = {10.21437/INTERSPEECH.2005-660}, timestamp = {Thu, 22 Jun 2023 16:42:16 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/GononGB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/Nielsen04, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, editor = {Carlos Garc{\'{\i}}a Puntonet and Alberto Prieto}, title = {On the Strong Uniqueness of Highly Sparse Representations from Redundant Dictionaries}, booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, {ICA} 2004, Granada, Spain, September 22-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3195}, pages = {201--208}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30110-3\_26}, doi = {10.1007/978-3-540-30110-3\_26}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/ica/Nielsen04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/GribonvalN03, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {Sparse representations in unions of bases}, journal = {{IEEE} Trans. Inf. Theory}, volume = {49}, number = {12}, pages = {3320--3325}, year = {2003}, url = {https://doi.org/10.1109/TIT.2003.820031}, doi = {10.1109/TIT.2003.820031}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/GribonvalN03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/GribonvalB03, author = {R{\'{e}}mi Gribonval and Emmanuel Bacry}, title = {Harmonic decomposition of audio signals with matching pursuit}, journal = {{IEEE} Trans. Signal Process.}, volume = {51}, number = {1}, pages = {101--111}, year = {2003}, url = {https://doi.org/10.1109/TSP.2002.806592}, doi = {10.1109/TSP.2002.806592}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/GribonvalB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DonaghBG03, author = {Lorcan Mc Donagh and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {A granular approach for the analysis of monophonic audio signals}, booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003}, pages = {469--472}, publisher = {{IEEE}}, year = {2003}, url = {https://doi.org/10.1109/ICASSP.2003.1201720}, doi = {10.1109/ICASSP.2003.1201720}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DonaghBG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BenaroyaDBG03, author = {Laurent Benaroya and Lorcan Mc Donagh and Fr{\'{e}}d{\'{e}}ric Bimbot and R{\'{e}}mi Gribonval}, title = {Non negative sparse representation for Wiener based source separation with a single sensor}, booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003}, pages = {613--616}, publisher = {{IEEE}}, year = {2003}, url = {https://doi.org/10.1109/ICASSP.2003.1201756}, doi = {10.1109/ICASSP.2003.1201756}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BenaroyaDBG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/GribonvalN03, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {Sparse decompositions in "incoherent" dictionaries}, booktitle = {Proceedings of the 2003 International Conference on Image Processing, {ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003}, pages = {33--36}, publisher = {{IEEE}}, year = {2003}, url = {https://doi.org/10.1109/ICIP.2003.1246891}, doi = {10.1109/ICIP.2003.1246891}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/GribonvalN03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nolisp/BenaroyaBGG03, author = {Laurent Benaroya and Fr{\'{e}}d{\'{e}}ric Bimbot and Guillaume Gravier and R{\'{e}}mi Gribonval}, title = {Audio source separation with one sensor for robust speech recognition}, booktitle = {{ITRW} on Non-Linear Speech Processing, {NOLISP} 03, Le Croisic, France, May 20-23, 2003}, pages = {30}, publisher = {{ISCA}}, year = {2003}, url = {http://www.isca-speech.org/archive\_open/nolisp03/nl03\_030.html}, timestamp = {Tue, 08 Apr 2014 18:09:26 +0200}, biburl = {https://dblp.org/rec/conf/nolisp/BenaroyaBGG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Gribonval02, author = {R{\'{e}}mi Gribonval}, title = {Sparse decomposition of stereo signals with Matching Pursuit and application to blind separation of more than two sources from a stereo mixture}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida, {USA}}, pages = {3057--3060}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/ICASSP.2002.5745294}, doi = {10.1109/ICASSP.2002.5745294}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Gribonval02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/adcm/GribonvalN01, author = {R{\'{e}}mi Gribonval and Morten Nielsen}, title = {Approximate Weak Greedy Algorithms}, journal = {Adv. Comput. Math.}, volume = {14}, number = {4}, pages = {361--378}, year = {2001}, url = {https://doi.org/10.1023/A:1012255021470}, doi = {10.1023/A:1012255021470}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/adcm/GribonvalN01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jat/Gribonval01, author = {R{\'{e}}mi Gribonval}, title = {A Counter-Example to the General Convergence of Partially Greedy Algorithms}, journal = {J. Approx. Theory}, volume = {111}, number = {1}, pages = {128--138}, year = {2001}, url = {https://doi.org/10.1006/jath.2001.3566}, doi = {10.1006/JATH.2001.3566}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jat/Gribonval01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/Gribonval01, author = {R{\'{e}}mi Gribonval}, title = {Fast matching pursuit with a multiscale dictionary of Gaussian chirps}, journal = {{IEEE} Trans. Signal Process.}, volume = {49}, number = {5}, pages = {994--1001}, year = {2001}, url = {https://doi.org/10.1109/78.917803}, doi = {10.1109/78.917803}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/Gribonval01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmc/GribonvalDRBM96, author = {R{\'{e}}mi Gribonval and Philippe Depalle and Xavier Rodet and Emmanuel Bacry and St{\'{e}}phane Mallat}, title = {Sound Signals Decomposition Using a High Resolution Matching Pursuit}, booktitle = {Proceedings of the 1996 International Computer Music Conference, {ICMC} 1996, Hong Kong, August 19-24, 1996}, publisher = {Michigan Publishing}, year = {1996}, url = {https://hdl.handle.net/2027/spo.bbp2372.1996.089}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmc/GribonvalDRBM96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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