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BibTeX records: Kenji Fukumizu
@article{DBLP:journals/corr/abs-2402-04516, author = {Tam Le and Truyen Nguyen and Kenji Fukumizu}, title = {Generalized Sobolev Transport for Probability Measures on a Graph}, journal = {CoRR}, volume = {abs/2402.04516}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.04516}, doi = {10.48550/ARXIV.2402.04516}, eprinttype = {arXiv}, eprint = {2402.04516}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-04516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18839, author = {Noboru Isobe and Masanori Koyama and Kohei Hayashi and Kenji Fukumizu}, title = {Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation}, journal = {CoRR}, volume = {abs/2402.18839}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18839}, doi = {10.48550/ARXIV.2402.18839}, eprinttype = {arXiv}, eprint = {2402.18839}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18839.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LeNF23, author = {Tam Le and Truyen Nguyen and Kenji Fukumizu}, editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan{-}Willem van de Meent}, title = {Scalable Unbalanced Sobolev Transport for Measures on a Graph}, booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {8521--8560}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v206/le23a.html}, timestamp = {Mon, 19 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LeNF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KinoshitaOFYM23, author = {Yuri Kinoshita and Kenta Oono and Kenji Fukumizu and Yuichi Yoshida and Shin{-}ichi Maeda}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {17041--17060}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/kinoshita23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/KinoshitaOFYM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MinamiFHY23, author = {Shunya Minami and Kenji Fukumizu and Yoshihiro Hayashi and Ryo Yoshida}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Transfer Learning with Affine Model Transformation}, 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/3819a070922cc0d19f3d66ce108f28e0-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MinamiFHY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-12498, author = {Tam Le and Truyen Nguyen and Kenji Fukumizu}, title = {Scalable Unbalanced Sobolev Transport for Measures on a Graph}, journal = {CoRR}, volume = {abs/2302.12498}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.12498}, doi = {10.48550/ARXIV.2302.12498}, eprinttype = {arXiv}, eprint = {2302.12498}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-12498.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-12770, author = {Yuri Kinoshita and Kenta Oono and Kenji Fukumizu and Yuichi Yoshida and Shin{-}ichi Maeda}, title = {Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network}, journal = {CoRR}, volume = {abs/2304.12770}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.12770}, doi = {10.48550/ARXIV.2304.12770}, eprinttype = {arXiv}, eprint = {2304.12770}, timestamp = {Wed, 03 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-12770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18484, author = {Masanori Koyama and Kenji Fukumizu and Kohei Hayashi and Takeru Miyato}, title = {Neural Fourier Transform: {A} General Approach to Equivariant Representation Learning}, journal = {CoRR}, volume = {abs/2305.18484}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18484}, doi = {10.48550/ARXIV.2305.18484}, eprinttype = {arXiv}, eprint = {2305.18484}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18484.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-11972, author = {Shoji Toyota and Kenji Fukumizu}, title = {Out-of-Distribution Optimality of Invariant Risk Minimization}, journal = {CoRR}, volume = {abs/2307.11972}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.11972}, doi = {10.48550/ARXIV.2307.11972}, eprinttype = {arXiv}, eprint = {2307.11972}, timestamp = {Tue, 01 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-11972.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-13653, author = {Tam Le and Truyen Nguyen and Kenji Fukumizu}, title = {Optimal Transport for Measures with Noisy Tree Metric}, journal = {CoRR}, volume = {abs/2310.13653}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.13653}, doi = {10.48550/ARXIV.2310.13653}, eprinttype = {arXiv}, eprint = {2310.13653}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-13653.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/MuraseF22, author = {Hironori Murase and Kenji Fukumizu}, title = {{ALGAN:} Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables}, journal = {{IEEE} Access}, volume = {10}, pages = {44259--44270}, year = {2022}, url = {https://doi.org/10.1109/ACCESS.2022.3169594}, doi = {10.1109/ACCESS.2022.3169594}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/MuraseF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ImaizumiF22, author = {Masaaki Imaizumi and Kenji Fukumizu}, title = {Advantage of Deep Neural Networks for Estimating Functions with Singularity on Hypersurfaces}, journal = {J. Mach. Learn. Res.}, volume = {23}, pages = {111:1--111:54}, year = {2022}, url = {http://jmlr.org/papers/v23/21-0542.html}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ImaizumiF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WuF22, author = {Pengzhou Abel Wu and Kenji Fukumizu}, title = {{\textdollar}{\textbackslash}beta{\textdollar}-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=q7n2RngwOM}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WuF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MiyatoKF22, author = {Takeru Miyato and Masanori Koyama and Kenji Fukumizu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Unsupervised Learning of Equivariant Structure from Sequences}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0503f5dce343a1d06d16ba103dd52db1-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MiyatoKF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ToyotaF22, author = {Shoji Toyota and Kenji Fukumizu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Invariance Learning based on Label Hierarchy}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c23ccf9eedf87e4380e92b75b24955bb-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ToyotaF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MikamiFMSKSMH22, author = {Hiroaki Mikami and Kenji Fukumizu and Shogo Murai and Shuji Suzuki and Yuta Kikuchi and Taiji Suzuki and Shin{-}ichi Maeda and Kohei Hayashi}, editor = {Massih{-}Reza Amini and St{\'{e}}phane Canu and Asja Fischer and Tias Guns and Petra Kralj Novak and Grigorios Tsoumakas}, title = {A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training Effective?}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {13715}, pages = {477--492}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-26409-2\_29}, doi = {10.1007/978-3-031-26409-2\_29}, timestamp = {Mon, 20 Mar 2023 16:00:27 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/MikamiFMSKSMH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-10281, author = {Hironori Murase and Kenji Fukumizu}, title = {{ALGAN:} Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables}, journal = {CoRR}, volume = {abs/2202.10281}, year = {2022}, url = {https://arxiv.org/abs/2202.10281}, eprinttype = {arXiv}, eprint = {2202.10281}, timestamp = {Tue, 01 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-10281.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-15549, author = {Shoji Toyota and Kenji Fukumizu}, title = {Invariance Learning based on Label Hierarchy}, journal = {CoRR}, volume = {abs/2203.15549}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.15549}, doi = {10.48550/ARXIV.2203.15549}, eprinttype = {arXiv}, eprint = {2203.15549}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-15549.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-01795, author = {Siddharth Vishwanath and Bharath K. Sriperumbudur and Kenji Fukumizu and Satoshi Kuriki}, title = {Robust Topological Inference in the Presence of Outliers}, journal = {CoRR}, volume = {abs/2206.01795}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.01795}, doi = {10.48550/ARXIV.2206.01795}, eprinttype = {arXiv}, eprint = {2206.01795}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-01795.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05972, author = {Takeru Miyato and Masanori Koyama and Kenji Fukumizu}, title = {Unsupervised Learning of Equivariant Structure from Sequences}, journal = {CoRR}, volume = {abs/2210.05972}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05972}, doi = {10.48550/ARXIV.2210.05972}, eprinttype = {arXiv}, eprint = {2210.05972}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05972.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-07413, author = {Masanori Koyama and Takeru Miyato and Kenji Fukumizu}, title = {Invariance-adapted decomposition and Lasso-type contrastive learning}, journal = {CoRR}, volume = {abs/2210.07413}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.07413}, doi = {10.48550/ARXIV.2210.07413}, eprinttype = {arXiv}, eprint = {2210.07413}, timestamp = {Wed, 19 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-07413.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-09745, author = {Shunya Minami and Kenji Fukumizu and Yoshihiro Hayashi and Ryo Yoshida}, title = {Transfer learning with affine model transformation}, journal = {CoRR}, volume = {abs/2210.09745}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.09745}, doi = {10.48550/ARXIV.2210.09745}, eprinttype = {arXiv}, eprint = {2210.09745}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-09745.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/AndradeFO21, author = {Daniel Andrade and Kenji Fukumizu and Yuzuru Okajima}, title = {Convex covariate clustering for classification}, journal = {Pattern Recognit. Lett.}, volume = {151}, pages = {193--199}, year = {2021}, url = {https://doi.org/10.1016/j.patrec.2021.08.012}, doi = {10.1016/J.PATREC.2021.08.012}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/AndradeFO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Minami00FY21, author = {Shunya Minami and Song Liu and Stephen Wu and Kenji Fukumizu and Ryo Yoshida}, title = {A General Class of Transfer Learning Regression without Implementation Cost}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {8992--8999}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17087}, doi = {10.1609/AAAI.V35I10.17087}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Minami00FY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TonSF21, author = {Jean{-}Fran{\c{c}}ois Ton and Dino Sejdinovic and Kenji Fukumizu}, title = {Meta Learning for Causal Direction}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {9897--9905}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i11.17189}, doi = {10.1609/AAAI.V35I11.17189}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TonSF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aistats/2021, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/}, timestamp = {Wed, 14 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-06662, author = {Pengzhou Wu and Kenji Fukumizu}, title = {Identifying Treatment Effects under Unobserved Confounding by Causal Representation Learning}, journal = {CoRR}, volume = {abs/2101.06662}, year = {2021}, url = {https://arxiv.org/abs/2101.06662}, eprinttype = {arXiv}, eprint = {2101.06662}, timestamp = {Tue, 26 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-06662.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-11018, author = {Hiroaki Mikami and Kenji Fukumizu and Shogo Murai and Shuji Suzuki and Yuta Kikuchi and Taiji Suzuki and Shin{-}ichi Maeda and Kohei Hayashi}, title = {A Scaling Law for Synthetic-to-Real Transfer: {A} Measure of Pre-Training}, journal = {CoRR}, volume = {abs/2108.11018}, year = {2021}, url = {https://arxiv.org/abs/2108.11018}, eprinttype = {arXiv}, eprint = {2108.11018}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-11018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-15062, author = {Pengzhou Wu and Kenji Fukumizu}, title = {Towards Principled Causal Effect Estimation by Deep Identifiable Models}, journal = {CoRR}, volume = {abs/2109.15062}, year = {2021}, url = {https://arxiv.org/abs/2109.15062}, eprinttype = {arXiv}, eprint = {2109.15062}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-15062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-05225, author = {Pengzhou Wu and Kenji Fukumizu}, title = {{\(\beta\)}-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap}, journal = {CoRR}, volume = {abs/2110.05225}, year = {2021}, url = {https://arxiv.org/abs/2110.05225}, eprinttype = {arXiv}, eprint = {2110.05225}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-05225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/LvFLSF20, author = {Shaogao Lv and Zengyan Fan and Heng Lian and Taiji Suzuki and Kenji Fukumizu}, title = {A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model}, journal = {Comput. Stat. Data Anal.}, volume = {152}, pages = {107039}, year = {2020}, url = {https://doi.org/10.1016/j.csda.2020.107039}, doi = {10.1016/J.CSDA.2020.107039}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csda/LvFLSF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/focm/KanagawaSF20, author = {Motonobu Kanagawa and Bharath K. Sriperumbudur and Kenji Fukumizu}, title = {Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings}, journal = {Found. Comput. Math.}, volume = {20}, number = {1}, pages = {155--194}, year = {2020}, url = {https://doi.org/10.1007/s10208-018-09407-7}, doi = {10.1007/S10208-018-09407-7}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/focm/KanagawaSF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NishiyamaKGF20, author = {Yu Nishiyama and Motonobu Kanagawa and Arthur Gretton and Kenji Fukumizu}, title = {Model-based kernel sum rule: kernel Bayesian inference with probabilistic models}, journal = {Mach. Learn.}, volume = {109}, number = {5}, pages = {939--972}, year = {2020}, url = {https://doi.org/10.1007/s10994-019-05852-9}, doi = {10.1007/S10994-019-05852-9}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NishiyamaKGF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sac/AndradeTF20, author = {Daniel Andrade and Akiko Takeda and Kenji Fukumizu}, title = {Robust Bayesian model selection for variable clustering with the Gaussian graphical model}, journal = {Stat. Comput.}, volume = {30}, number = {2}, pages = {351--376}, year = {2020}, url = {https://doi.org/10.1007/s11222-019-09879-9}, doi = {10.1007/S11222-019-09879-9}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sac/AndradeTF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcbb/YasuiVYF20, author = {Niko Yasui and Chrysafis Vogiatzis and Ruriko Yoshida and Kenji Fukumizu}, title = {imPhy: Imputing Phylogenetic Trees with Missing Information Using Mathematical Programming}, journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.}, volume = {17}, number = {4}, pages = {1222--1230}, year = {2020}, url = {https://doi.org/10.1109/TCBB.2018.2884459}, doi = {10.1109/TCBB.2018.2884459}, timestamp = {Mon, 03 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcbb/YasuiVYF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/WuF20, author = {Pengzhou Wu and Kenji Fukumizu}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Causal Mosaic: Cause-Effect Inference via Nonlinear {ICA} and Ensemble Method}, 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 = {1157--1167}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/wu20b.html}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/WuF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/SaitoNHF20, author = {Yuki Saito and Takuma Nakamura and Hirotaka Hachiya and Kenji Fukumizu}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Exchangeable Deep Neural Networks for Set-to-Set Matching and Learning}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XVII}}, series = {Lecture Notes in Computer Science}, volume = {12362}, pages = {626--646}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58520-4\_37}, doi = {10.1007/978-3-030-58520-4\_37}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/SaitoNHF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChuMF20, author = {Casey Chu and Kentaro Minami and Kenji Fukumizu}, title = {Smoothness and Stability in GANs}, 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=HJeOekHKwr}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChuMF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VishwanathFKS20, author = {Siddharth Vishwanath and Kenji Fukumizu and Satoshi Kuriki and Bharath K. Sriperumbudur}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Robust Persistence Diagrams using Reproducing Kernels}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/f99499791ad90c9c0ba9852622d0d15f-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VishwanathFKS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-01894, author = {Pengzhou Wu and Kenji Fukumizu}, title = {Causal Mosaic: Cause-Effect Inference via Nonlinear {ICA} and Ensemble Method}, journal = {CoRR}, volume = {abs/2001.01894}, year = {2020}, url = {http://arxiv.org/abs/2001.01894}, eprinttype = {arXiv}, eprint = {2001.01894}, timestamp = {Mon, 13 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-01894.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-04185, author = {Casey Chu and Kentaro Minami and Kenji Fukumizu}, title = {Smoothness and Stability in GANs}, journal = {CoRR}, volume = {abs/2002.04185}, year = {2020}, url = {https://arxiv.org/abs/2002.04185}, eprinttype = {arXiv}, eprint = {2002.04185}, timestamp = {Wed, 12 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-04185.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-01822, author = {Casey Chu and Kentaro Minami and Kenji Fukumizu}, title = {The equivalence between Stein variational gradient descent and black-box variational inference}, journal = {CoRR}, volume = {abs/2004.01822}, year = {2020}, url = {https://arxiv.org/abs/2004.01822}, eprinttype = {arXiv}, eprint = {2004.01822}, timestamp = {Wed, 08 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-01822.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10012, author = {Siddharth Vishwanath and Kenji Fukumizu and Satoshi Kuriki and Bharath K. Sriperumbudur}, title = {Robust Persistence Diagrams using Reproducing Kernels}, journal = {CoRR}, volume = {abs/2006.10012}, year = {2020}, url = {https://arxiv.org/abs/2006.10012}, eprinttype = {arXiv}, eprint = {2006.10012}, timestamp = {Wed, 24 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13228, author = {Shunya Minami and Song Liu and Stephen Wu and Kenji Fukumizu and Ryo Yoshida}, title = {A General Class of Transfer Learning Regression without Implementation Cost}, journal = {CoRR}, volume = {abs/2006.13228}, year = {2020}, url = {https://arxiv.org/abs/2006.13228}, eprinttype = {arXiv}, eprint = {2006.13228}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13228.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-02809, author = {Jean{-}Francois Ton and Dino Sejdinovic and Kenji Fukumizu}, title = {Meta Learning for Causal Direction}, journal = {CoRR}, volume = {abs/2007.02809}, year = {2020}, url = {https://arxiv.org/abs/2007.02809}, eprinttype = {arXiv}, eprint = {2007.02809}, timestamp = {Wed, 22 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-02809.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-02256, author = {Masaaki Imaizumi and Kenji Fukumizu}, title = {Advantage of Deep Neural Networks for Estimating Functions with Singularity on Curves}, journal = {CoRR}, volume = {abs/2011.02256}, year = {2020}, url = {https://arxiv.org/abs/2011.02256}, eprinttype = {arXiv}, eprint = {2011.02256}, timestamp = {Mon, 09 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-02256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/YoshidaFV19, author = {Ruriko Yoshida and Kenji Fukumizu and Chrysafis Vogiatzis}, title = {Multilocus phylogenetic analysis with gene tree clustering}, journal = {Ann. Oper. Res.}, volume = {276}, number = {1-2}, pages = {293--313}, year = {2019}, url = {https://doi.org/10.1007/s10479-017-2456-9}, doi = {10.1007/S10479-017-2456-9}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/YoshidaFV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ImaizumiF19, author = {Masaaki Imaizumi and Kenji Fukumizu}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Deep Neural Networks Learn Non-Smooth Functions Effectively}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {869--878}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/imaizumi19a.html}, timestamp = {Fri, 07 Jun 2019 09:03:47 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ImaizumiF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YamadaWTOSTF19, author = {Makoto Yamada and Denny Wu and Yao{-}Hung Hubert Tsai and Hirofumi Ohta and Ruslan Salakhutdinov and Ichiro Takeuchi and Kenji Fukumizu}, title = {Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator}, 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=BkG5SjR5YQ}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YamadaWTOSTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeYFC19, author = {Tam Le and Makoto Yamada and Kenji Fukumizu and Marco Cuturi}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Tree-Sliced Variants of Wasserstein Distances}, 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 = {12283--12294}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/2d36b5821f8affc6868b59dfc9af6c9f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeYFC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuYMT19, author = {Kenji Fukumizu and Shoichiro Yamaguchi and Yoh{-}ichi Mototake and Mirai Tanaka}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Semi-flat minima and saddle points by embedding neural networks to overparameterization}, 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 = {13845--13853}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/a4ee59dd868ba016ed2de90d330acb6a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FukumizuYMT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00342, author = {Tam Le and Makoto Yamada and Kenji Fukumizu and Marco Cuturi}, title = {Tree-Sliced Approximation of Wasserstein Distances}, journal = {CoRR}, volume = {abs/1902.00342}, year = {2019}, url = {http://arxiv.org/abs/1902.00342}, eprinttype = {arXiv}, eprint = {1902.00342}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-02517, author = {Takafumi Kajihara and Motonobu Kanagawa and Yuuki Nakaguchi and Kanishka Khandelwal and Kenji Fukumizu}, title = {Model Selection for Simulator-based Statistical Models: {A} Kernel Approach}, journal = {CoRR}, volume = {abs/1902.02517}, year = {2019}, url = {http://arxiv.org/abs/1902.02517}, eprinttype = {arXiv}, eprint = {1902.02517}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-02517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-04868, author = {Kenji Fukumizu and Shoichiro Yamaguchi and Yoh{-}ichi Mototake and Mirai Tanaka}, title = {Semi-flat minima and saddle points by embedding neural networks to overparameterization}, journal = {CoRR}, volume = {abs/1906.04868}, year = {2019}, url = {http://arxiv.org/abs/1906.04868}, eprinttype = {arXiv}, eprint = {1906.04868}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-04868.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-00586, author = {Heishiro Kanagawa and Wittawat Jitkrittum and Lester Mackey and Kenji Fukumizu and Arthur Gretton}, title = {A Kernel Stein Test for Comparing Latent Variable Models}, journal = {CoRR}, volume = {abs/1907.00586}, year = {2019}, url = {http://arxiv.org/abs/1907.00586}, eprinttype = {arXiv}, eprint = {1907.00586}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-00586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-09972, author = {Yuki Saito and Takuma Nakamura and Hirotaka Hachiya and Kenji Fukumizu}, title = {Deep Set-to-Set Matching and Learning}, journal = {CoRR}, volume = {abs/1910.09972}, year = {2019}, url = {http://arxiv.org/abs/1910.09972}, eprinttype = {arXiv}, eprint = {1910.09972}, timestamp = {Fri, 25 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-09972.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/AlamFW18, author = {Md. Ashad Alam and Kenji Fukumizu and Yu{-}Ping Wang}, title = {Influence function and robust variant of kernel canonical correlation analysis}, journal = {Neurocomputing}, volume = {304}, pages = {12--29}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2018.04.008}, doi = {10.1016/J.NEUCOM.2018.04.008}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/AlamFW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/YamadaUFT18, author = {Makoto Yamada and Yuta Umezu and Kenji Fukumizu and Ichiro Takeuchi}, editor = {Amos J. Storkey and Fernando P{\'{e}}rez{-}Cruz}, title = {Post Selection Inference with Kernels}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain}, series = {Proceedings of Machine Learning Research}, volume = {84}, pages = {152--160}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v84/yamada18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:22 +0200}, biburl = {https://dblp.org/rec/conf/aistats/YamadaUFT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YokoiKFSI18, author = {Sho Yokoi and Sosuke Kobayashi and Kenji Fukumizu and Jun Suzuki and Kentaro Inui}, editor = {Ellen Riloff and David Chiang and Julia Hockenmaier and Jun'ichi Tsujii}, title = {Pointwise {HSIC:} {A} Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018}, pages = {1763--1775}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/d18-1203}, doi = {10.18653/V1/D18-1203}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/YokoiKFSI18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TsaiWYSTF18, author = {Yao{-}Hung Hubert Tsai and Denny Wu and Makoto Yamada and Ruslan Salakhutdinov and Ichiro Takeuchi and Kenji Fukumizu}, title = {Selecting the Best in GANs Family: a Post Selection Inference Framework}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=SkpC5K1vG}, timestamp = {Thu, 04 Apr 2019 13:20:09 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TsaiWYSTF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KajiharaKYF18, author = {Takafumi Kajihara and Motonobu Kanagawa and Keisuke Yamazaki and Kenji Fukumizu}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Kernel Recursive {ABC:} Point Estimation with Intractable Likelihood}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {2405--2414}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/kajihara18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:30 +0200}, biburl = {https://dblp.org/rec/conf/icml/KajiharaKYF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/ZhangNF18, author = {Hao Zhang and Shinji Nakadai and Kenji Fukumizu}, editor = {Petra Perner}, title = {From Black-Box to White-Box: Interpretable Learning with Kernel Machines}, booktitle = {Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10934}, pages = {213--227}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-96136-1\_18}, doi = {10.1007/978-3-319-96136-1\_18}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mldm/ZhangNF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LawSCLFBF18, author = {Ho Chung Leon Law and Dino Sejdinovic and Ewan Cameron and Tim C. D. Lucas and Seth R. Flaxman and Katherine Battle and Kenji Fukumizu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Variational Learning on Aggregate Outputs with Gaussian Processes}, 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 = {6084--6094}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/24b43fb034a10d78bec71274033b4096-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LawSCLFBF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-05411, author = {Yao{-}Hung Hubert Tsai and Makoto Yamada and Denny Wu and Ruslan Salakhutdinov and Ichiro Takeuchi and Kenji Fukumizu}, title = {Selecting the Best in GANs Family: a Post Selection Inference Framework}, journal = {CoRR}, volume = {abs/1802.05411}, year = {2018}, url = {http://arxiv.org/abs/1802.05411}, eprinttype = {arXiv}, eprint = {1802.05411}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-05411.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-08463, author = {Ho Chung Leon Law and Dino Sejdinovic and Ewan Cameron and Tim C. D. Lucas and Seth R. Flaxman and Katherine Battle and Kenji Fukumizu}, title = {Variational Learning on Aggregate Outputs with Gaussian Processes}, journal = {CoRR}, volume = {abs/1805.08463}, year = {2018}, url = {http://arxiv.org/abs/1805.08463}, eprinttype = {arXiv}, eprint = {1805.08463}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-08463.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-00800, author = {Sho Yokoi and Sosuke Kobayashi and Kenji Fukumizu and Jun Suzuki and Kentaro Inui}, title = {Pointwise {HSIC:} {A} Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions}, journal = {CoRR}, volume = {abs/1809.00800}, year = {2018}, url = {http://arxiv.org/abs/1809.00800}, eprinttype = {arXiv}, eprint = {1809.00800}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-00800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dam/HayamizuF17, author = {Momoko Hayamizu and Kenji Fukumizu}, title = {On minimum spanning tree-like metric spaces}, journal = {Discret. Appl. Math.}, volume = {226}, pages = {51--57}, year = {2017}, url = {https://doi.org/10.1016/j.dam.2017.04.001}, doi = {10.1016/J.DAM.2017.04.001}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dam/HayamizuF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/IwataKHF17, author = {Tomoharu Iwata and Motonobu Kanagawa and Tsutomu Hirao and Kenji Fukumizu}, title = {Unsupervised group matching with application to cross-lingual topic matching without alignment information}, journal = {Data Min. Knowl. Discov.}, volume = {31}, number = {2}, pages = {350--370}, year = {2017}, url = {https://doi.org/10.1007/s10618-016-0470-1}, doi = {10.1007/S10618-016-0470-1}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/IwataKHF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/MuandetFSS17, author = {Krikamol Muandet and Kenji Fukumizu and Bharath K. Sriperumbudur and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Embedding of Distributions: {A} Review and Beyond}, journal = {Found. Trends Mach. Learn.}, volume = {10}, number = {1-2}, pages = {1--141}, year = {2017}, url = {https://doi.org/10.1561/2200000060}, doi = {10.1561/2200000060}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftml/MuandetFSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SriperumbudurFG17, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Arthur Gretton and Aapo Hyv{\"{a}}rinen and Revant Kumar}, title = {Density Estimation in Infinite Dimensional Exponential Families}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {57:1--57:59}, year = {2017}, url = {http://jmlr.org/papers/v18/16-011.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurFG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/KusanoFH17, author = {Genki Kusano and Kenji Fukumizu and Yasuaki Hiraoka}, title = {Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {189:1--189:41}, year = {2017}, url = {http://jmlr.org/papers/v18/17-317.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KusanoFH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcbb/HayamizuEF17, author = {Momoko Hayamizu and Hiroshi Endo and Kenji Fukumizu}, title = {A Characterization of Minimum Spanning Tree-Like Metric Spaces}, journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.}, volume = {14}, number = {2}, pages = {468--471}, year = {2017}, url = {https://doi.org/10.1109/TCBB.2016.2550431}, doi = {10.1109/TCBB.2016.2550431}, timestamp = {Mon, 03 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcbb/HayamizuEF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JitkrittumX0FG17, author = {Wittawat Jitkrittum and Wenkai Xu and Zolt{\'{a}}n Szab{\'{o}} and Kenji Fukumizu and Arthur Gretton}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {A Linear-Time Kernel Goodness-of-Fit Test}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {262--271}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/979d472a84804b9f647bc185a877a8b5-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/JitkrittumX0FG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuTSF17, author = {Song Liu and Akiko Takeda and Taiji Suzuki and Kenji Fukumizu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Trimmed Density Ratio Estimation}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {4518--4528}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/ea204361fe7f024b130143eb3e189a18-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuTSF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JitkrittumXSFG17, author = {Wittawat Jitkrittum and Wenkai Xu and Zolt{\'{a}}n Szab{\'{o}} and Kenji Fukumizu and Arthur Gretton}, title = {A Linear-Time Kernel Goodness-of-Fit Test}, journal = {CoRR}, volume = {abs/1705.07673}, year = {2017}, url = {http://arxiv.org/abs/1705.07673}, eprinttype = {arXiv}, eprint = {1705.07673}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JitkrittumXSFG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-00147, author = {Motonobu Kanagawa and Bharath K. Sriperumbudur and Kenji Fukumizu}, title = {Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings}, journal = {CoRR}, volume = {abs/1709.00147}, year = {2017}, url = {http://arxiv.org/abs/1709.00147}, eprinttype = {arXiv}, eprint = {1709.00147}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-00147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MuandetSFGS16, author = {Krikamol Muandet and Bharath K. Sriperumbudur and Kenji Fukumizu and Arthur Gretton and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Shrinkage Estimators}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {48:1--48:41}, year = {2016}, url = {http://jmlr.org/papers/v17/14-195.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MuandetSFGS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/NishiyamaF16, author = {Yu Nishiyama and Kenji Fukumizu}, title = {Characteristic Kernels and Infinitely Divisible Distributions}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {180:1--180:28}, year = {2016}, url = {http://jmlr.org/papers/v17/14-132.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/NishiyamaF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/KanagawaNGF16, author = {Motonobu Kanagawa and Yu Nishiyama and Arthur Gretton and Kenji Fukumizu}, title = {Filtering with State-Observation Examples via Kernel Monte Carlo Filter}, journal = {Neural Comput.}, volume = {28}, number = {2}, pages = {382--444}, year = {2016}, url = {https://doi.org/10.1162/NECO\_a\_00806}, doi = {10.1162/NECO\_A\_00806}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/KanagawaNGF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HaraSKFR16, author = {Kazuo Hara and Ikumi Suzuki and Kei Kobayashi and Kenji Fukumizu and Milos Radovanovic}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {1659--1665}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10240}, doi = {10.1609/AAAI.V30I1.10240}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HaraSKFR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuSSF16, author = {Song Liu and Taiji Suzuki and Masashi Sugiyama and Kenji Fukumizu}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Structure Learning of Partitioned Markov Networks}, 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 = {439--448}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/liuc16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiuSSF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KusanoHF16, author = {Genki Kusano and Yasuaki Hiraoka and Kenji Fukumizu}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Persistence weighted Gaussian kernel for topological data analysis}, 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 = {2004--2013}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/kusano16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KusanoHF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KanagawaSF16, author = {Motonobu Kanagawa and Bharath K. Sriperumbudur and Kenji Fukumizu}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Convergence guarantees for kernel-based quadrature rules in misspecified settings}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {3288--3296}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/81c650caac28cdefce4de5ddc18befa0-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KanagawaSF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuF16, author = {Song Liu and Kenji Fukumizu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {747--755}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.84}, doi = {10.1137/1.9781611974348.84}, timestamp = {Tue, 07 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiuF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MuandetFSS16, author = {Krikamol Muandet and Kenji Fukumizu and Bharath K. Sriperumbudur and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Embedding of Distributions: {A} Review and Beyonds}, journal = {CoRR}, volume = {abs/1605.09522}, year = {2016}, url = {http://arxiv.org/abs/1605.09522}, eprinttype = {arXiv}, eprint = {1605.09522}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MuandetFSS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ccsecis/DanafarFG15, author = {Somayeh Danafar and Kenji Fukumizu and Faustino Gomez}, title = {Kernel-Based Information Criterion}, journal = {Comput. Inf. Sci.}, volume = {8}, number = {1}, pages = {10--24}, year = {2015}, url = {https://doi.org/10.5539/cis.v8n1p10}, doi = {10.5539/CIS.V8N1P10}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ccsecis/DanafarFG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/AlamF15, author = {Md. Ashad Alam and Kenji Fukumizu}, title = {Higher-Order Regularized Kernel Canonical Correlation Analysis}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {29}, number = {4}, pages = {1551005:1--1551005:24}, year = {2015}, url = {https://doi.org/10.1142/S0218001415510052}, doi = {10.1142/S0218001415510052}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/AlamF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sac/ScholkopfMFHP15, author = {Bernhard Sch{\"{o}}lkopf and Krikamol Muandet and Kenji Fukumizu and Stefan Harmeling and Jonas Peters}, title = {Computing functions of random variables via reproducing kernel Hilbert space representations}, journal = {Stat. Comput.}, volume = {25}, number = {4}, pages = {755--766}, year = {2015}, url = {https://doi.org/10.1007/s11222-015-9558-5}, doi = {10.1007/S11222-015-9558-5}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sac/ScholkopfMFHP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HaraSSKFR15, author = {Kazuo Hara and Ikumi Suzuki and Masashi Shimbo and Kei Kobayashi and Kenji Fukumizu and Milos Radovanovic}, editor = {Blai Bonet and Sven Koenig}, title = {Localized Centering: Reducing Hubness in Large-Sample Data}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {2645--2651}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9629}, doi = {10.1609/AAAI.V29I1.9629}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HaraSSKFR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/HaraSKF15, author = {Kazuo Hara and Ikumi Suzuki and Kei Kobayashi and Kenji Fukumizu}, editor = {Ricardo Baeza{-}Yates and Mounia Lalmas and Alistair Moffat and Berthier A. Ribeiro{-}Neto}, title = {Reducing Hubness: {A} Cause of Vulnerability in Recommender Systems}, booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015}, pages = {815--818}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2766462.2767823}, doi = {10.1145/2766462.2767823}, timestamp = {Sun, 22 Sep 2019 18:15:38 +0200}, biburl = {https://dblp.org/rec/conf/sigir/HaraSKF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sisap/HaraSKFR15, author = {Kazuo Hara and Ikumi Suzuki and Kei Kobayashi and Kenji Fukumizu and Milos Radovanovic}, editor = {Giuseppe Amato and Richard Connor and Fabrizio Falchi and Claudio Gennaro}, title = {Reducing Hubness for Kernel Regression}, booktitle = {Similarity Search and Applications - 8th International Conference, {SISAP} 2015, Glasgow, UK, October 12-14, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9371}, pages = {339--344}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-25087-8\_33}, doi = {10.1007/978-3-319-25087-8\_33}, timestamp = {Fri, 18 Nov 2022 17:12:34 +0100}, biburl = {https://dblp.org/rec/conf/sisap/HaraSKFR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ScholkopfMFP15, author = {Bernhard Sch{\"{o}}lkopf and Krikamol Muandet and Kenji Fukumizu and Jonas Peters}, title = {Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations}, journal = {CoRR}, volume = {abs/1501.06794}, year = {2015}, url = {http://arxiv.org/abs/1501.06794}, eprinttype = {arXiv}, eprint = {1501.06794}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ScholkopfMFP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuF15, author = {Song Liu and Kenji Fukumizu}, title = {Lazy Transfer Learning}, journal = {CoRR}, volume = {abs/1506.02784}, year = {2015}, url = {http://arxiv.org/abs/1506.02784}, eprinttype = {arXiv}, eprint = {1506.02784}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HayamizuEF15, author = {Momoko Hayamizu and Hiroshi Endo and Kenji Fukumizu}, title = {A characterization of minimum spanning tree-like metric spaces}, journal = {CoRR}, volume = {abs/1510.09155}, year = {2015}, url = {http://arxiv.org/abs/1510.09155}, eprinttype = {arXiv}, eprint = {1510.09155}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HayamizuEF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcsci/AlamF14, author = {Md. Ashad Alam and Kenji Fukumizu}, title = {Hyperparameter Selection in Kernel Principal Component Analysis}, journal = {J. Comput. Sci.}, volume = {10}, number = {7}, pages = {1139--1150}, year = {2014}, url = {https://doi.org/10.3844/jcssp.2014.1139.1150}, doi = {10.3844/JCSSP.2014.1139.1150}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcsci/AlamF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KanagawaNGF14, author = {Motonobu Kanagawa and Yu Nishiyama and Arthur Gretton and Kenji Fukumizu}, editor = {Carla E. Brodley and Peter Stone}, title = {Monte Carlo Filtering Using Kernel Embedding of Distributions}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1897--1903}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8984}, doi = {10.1609/AAAI.V28I1.8984}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KanagawaNGF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/KanagawaF14, author = {Motonobu Kanagawa and Kenji Fukumizu}, title = {Recovering Distributions from Gaussian {RKHS} Embeddings}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {457--465}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/kanagawa14.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/KanagawaF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MuandetFSGS14, author = {Krikamol Muandet and Kenji Fukumizu and Bharath K. Sriperumbudur and Arthur Gretton and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Estimation and Stein Effect}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {10--18}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/muandet14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/MuandetFSGS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MuandetFSGS14, author = {Krikamol Muandet and Kenji Fukumizu and Bharath K. Sriperumbudur and Arthur Gretton and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Shrinkage Estimators}, journal = {CoRR}, volume = {abs/1405.5505}, year = {2014}, url = {http://arxiv.org/abs/1405.5505}, eprinttype = {arXiv}, eprint = {1405.5505}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MuandetFSGS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/shonan-reports/BaldiFP14, author = {Pierre Baldi and Kenji Fukumizu and Tomaso A. Poggio}, title = {Deep Learning: Theory, Algorithms, and Applications {(NII} Shonan Meeting 2014-5)}, journal = {{NII} Shonan Meet. Rep.}, volume = {2014}, year = {2014}, url = {https://shonan.nii.ac.jp/seminars/040/}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/shonan-reports/BaldiFP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/FukumizuSG13, author = {Kenji Fukumizu and Le Song and Arthur Gretton}, title = {Kernel Bayes' rule: Bayesian inference with positive definite kernels}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {3753--3783}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2627677}, doi = {10.5555/2567709.2627677}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/FukumizuSG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/MullerAFPT13, author = {Klaus{-}Robert M{\"{u}}ller and T{\"{u}}lay Adali and Kenji Fukumizu and Jos{\'{e}} C. Pr{\'{\i}}ncipe and Sergios Theodoridis}, title = {Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {30}, number = {4}, pages = {14--15}, year = {2013}, url = {https://doi.org/10.1109/MSP.2013.2253031}, doi = {10.1109/MSP.2013.2253031}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/MullerAFPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/SongFG13, author = {Le Song and Kenji Fukumizu and Arthur Gretton}, title = {Kernel Embeddings of Conditional Distributions: {A} Unified Kernel Framework for Nonparametric Inference in Graphical Models}, journal = {{IEEE} Signal Process. Mag.}, volume = {30}, number = {4}, pages = {98--111}, year = {2013}, url = {https://doi.org/10.1109/MSP.2013.2252713}, doi = {10.1109/MSP.2013.2252713}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/SongFG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/SuzukiHSSF13, author = {Ikumi Suzuki and Kazuo Hara and Masashi Shimbo and Marco Saerens and Kenji Fukumizu}, title = {Centering Similarity Measures to Reduce Hubs}, booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special Interest Group of the {ACL}}, pages = {613--623}, publisher = {{ACL}}, year = {2013}, url = {https://aclanthology.org/D13-1058/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/SuzukiHSSF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/AlamF13, author = {Md. Ashad Alam and Kenji Fukumizu}, title = {Higher-Order Regularized Kernel {CCA}}, booktitle = {12th International Conference on Machine Learning and Applications, {ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1}, pages = {374--377}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICMLA.2013.76}, doi = {10.1109/ICMLA.2013.76}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/icmla/AlamF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MuandetFSGS13, author = {Krikamol Muandet and Kenji Fukumizu and Bharath K. Sriperumbudur and Arthur Gretton and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Mean Estimation and Stein's Effect}, journal = {CoRR}, volume = {abs/1306.0842}, year = {2013}, url = {http://arxiv.org/abs/1306.0842}, eprinttype = {arXiv}, eprint = {1306.0842}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MuandetFSGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SejdinovicGSF12, author = {Dino Sejdinovic and Arthur Gretton and Bharath K. Sriperumbudur and Kenji Fukumizu}, title = {Hypothesis testing using pairwise distances and associated kernels}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/575.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SejdinovicGSF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MuandetFDS12, author = {Krikamol Muandet and Kenji Fukumizu and Francesco Dinuzzo and Bernhard Sch{\"{o}}lkopf}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Learning from Distributions via Support Measure Machines}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {10--18}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/9bf31c7ff062936a96d3c8bd1f8f2ff3-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MuandetFDS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GrettonSSSBPF12, author = {Arthur Gretton and Bharath K. Sriperumbudur and Dino Sejdinovic and Heiko Strathmann and Sivaraman Balakrishnan and Massimiliano Pontil and Kenji Fukumizu}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Optimal kernel choice for large-scale two-sample tests}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1214--1222}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/dbe272bab69f8e13f14b405e038deb64-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GrettonSSSBPF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuL12, author = {Kenji Fukumizu and Chenlei Leng}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Gradient-based kernel method for feature extraction and variable selection}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {2123--2131}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/83fa5a432ae55c253d0e60dbfa716723-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FukumizuL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/NishiyamaBGF12, author = {Yu Nishiyama and Abdeslam Boularias and Arthur Gretton and Kenji Fukumizu}, editor = {Nando de Freitas and Kevin P. Murphy}, title = {Hilbert Space Embeddings of POMDPs}, booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012}, pages = {644--653}, publisher = {{AUAI} Press}, year = {2012}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2325\&\#38;proceeding\_id=28}, timestamp = {Mon, 23 Nov 2020 08:36:48 +0100}, biburl = {https://dblp.org/rec/conf/uai/NishiyamaBGF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1202-6504, author = {Krikamol Muandet and Bernhard Sch{\"{o}}lkopf and Kenji Fukumizu and Francesco Dinuzzo}, title = {Learning from Distributions via Support Measure Machines}, journal = {CoRR}, volume = {abs/1202.6504}, year = {2012}, url = {http://arxiv.org/abs/1202.6504}, eprinttype = {arXiv}, eprint = {1202.6504}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1202-6504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-0411, author = {Dino Sejdinovic and Arthur Gretton and Bharath K. Sriperumbudur and Kenji Fukumizu}, title = {Hypothesis testing using pairwise distances and associated kernels (with Appendix)}, journal = {CoRR}, volume = {abs/1205.0411}, year = {2012}, url = {http://arxiv.org/abs/1205.0411}, eprinttype = {arXiv}, eprint = {1205.0411}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-0411.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-6076, author = {Dino Sejdinovic and Bharath K. Sriperumbudur and Arthur Gretton and Kenji Fukumizu}, title = {Equivalence of distance-based and RKHS-based statistics in hypothesis testing}, journal = {CoRR}, volume = {abs/1207.6076}, year = {2012}, url = {http://arxiv.org/abs/1207.6076}, eprinttype = {arXiv}, eprint = {1207.6076}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-6076.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-4887, author = {Yu Nishiyama and Abdeslam Boularias and Arthur Gretton and Kenji Fukumizu}, title = {Hilbert Space Embeddings of POMDPs}, journal = {CoRR}, volume = {abs/1210.4887}, year = {2012}, url = {http://arxiv.org/abs/1210.4887}, eprinttype = {arXiv}, eprint = {1210.4887}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-4887.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cpc/WatanabeF11, author = {Yusuke Watanabe and Kenji Fukumizu}, title = {New Graph Polynomials from the Bethe Approximation of the Ising Partition Function}, journal = {Comb. Probab. Comput.}, volume = {20}, number = {2}, pages = {299--320}, year = {2011}, url = {https://doi.org/10.1017/S0963548310000258}, doi = {10.1017/S0963548310000258}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cpc/WatanabeF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ShiraishiF11, author = {Yuichi Shiraishi and Kenji Fukumizu}, title = {Statistical approaches to combining binary classifiers for multi-class classification}, journal = {Neurocomputing}, volume = {74}, number = {5}, pages = {680--688}, year = {2011}, url = {https://doi.org/10.1016/j.neucom.2010.09.004}, doi = {10.1016/J.NEUCOM.2010.09.004}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ShiraishiF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SriperumbudurFL11, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Gert R. G. Lanckriet}, title = {Universality, Characteristic Kernels and {RKHS} Embedding of Measures}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {2389--2410}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2021077}, doi = {10.5555/1953048.2021077}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuSG11, author = {Kenji Fukumizu and Le Song and Arthur Gretton}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Kernel Bayes' Rule}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1737--1745}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/54a367d629152b720749e187b3eaa11b-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuSG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SriperumbudurFL11, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Gert R. G. Lanckriet}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Learning in Hilbert vs. Banach Spaces: {A} Measure Embedding Viewpoint}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1773--1781}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/7b13b2203029ed80337f27127a9f1d28-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SriperumbudurFL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/DinuzzoF11, author = {Francesco Dinuzzo and Kenji Fukumizu}, editor = {Chun{-}Nan Hsu and Wee Sun Lee}, title = {Learning low-rank output kernels}, booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML} 2011, Taoyuan, Taiwan, November 13-15, 2011}, series = {{JMLR} Proceedings}, volume = {20}, pages = {181--196}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v20/dinuzzo11/dinuzzo11.pdf}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DinuzzoF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1103-0605, author = {Yusuke Watanabe and Kenji Fukumizu}, title = {Loopy Belief Propagation, Bethe Free Energy and Graph Zeta Function}, journal = {CoRR}, volume = {abs/1103.0605}, year = {2011}, url = {http://arxiv.org/abs/1103.0605}, eprinttype = {arXiv}, eprint = {1103.0605}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1103-0605.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-0455, author = {Kenji Fukumizu and Chenlei Leng}, title = {Gradient-based kernel dimension reduction for supervised learning}, journal = {CoRR}, volume = {abs/1109.0455}, year = {2011}, url = {http://arxiv.org/abs/1109.0455}, eprinttype = {arXiv}, eprint = {1109.0455}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-0455.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SriperumbudurGFSL10, author = {Bharath K. Sriperumbudur and Arthur Gretton and Kenji Fukumizu and Bernhard Sch{\"{o}}lkopf and Gert R. G. Lanckriet}, title = {Hilbert Space Embeddings and Metrics on Probability Measures}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {1517--1561}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1859901}, doi = {10.5555/1756006.1859901}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurGFSL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmm2/AlamNF10, author = {Md. Ashad Alam and Mohammed Nasser and Kenji Fukumizu}, title = {A Comparative Study of Kernel and Robust Canonical Correlation Analysis}, journal = {J. Multim.}, volume = {5}, number = {1}, pages = {3--11}, year = {2010}, url = {https://doi.org/10.4304/jmm.5.1.3-11}, doi = {10.4304/JMM.5.1.3-11}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmm2/AlamNF10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/SriperumbudurFGSL10, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Arthur Gretton and Bernhard Sch{\"{o}}lkopf and Gert R. G. Lanckriet}, title = {Non-parametric estimation of integral probability metrics}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010, June 13-18, 2010, Austin, Texas, USA, Proceedings}, pages = {1428--1432}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ISIT.2010.5513626}, doi = {10.1109/ISIT.2010.5513626}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/SriperumbudurFGSL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/SriperumbudurFL10, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Gert R. G. Lanckriet}, editor = {Yee Whye Teh and D. Mike Titterington}, title = {On the relation between universality, characteristic kernels and {RKHS} embedding of measures}, booktitle = {Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010}, series = {{JMLR} Proceedings}, volume = {9}, pages = {773--780}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v9/sriperumbudur10a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1002-3307, author = {Yusuke Watanabe and Kenji Fukumizu}, title = {Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation}, journal = {CoRR}, volume = {abs/1002.3307}, year = {2010}, url = {http://arxiv.org/abs/1002.3307}, eprinttype = {arXiv}, eprint = {1002.3307}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1002-3307.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SongHSF09, author = {Le Song and Jonathan Huang and Alexander J. Smola and Kenji Fukumizu}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Hilbert space embeddings of conditional distributions with applications to dynamical systems}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {961--968}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553497}, doi = {10.1145/1553374.1553497}, timestamp = {Tue, 06 Nov 2018 16:58:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/SongHSF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GrettonFHS09, author = {Arthur Gretton and Kenji Fukumizu and Za{\"{\i}}d Harchaoui and Bharath K. Sriperumbudur}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {A Fast, Consistent Kernel Two-Sample Test}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {673--681}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/9246444d94f081e3549803b928260f56-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GrettonFHS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SriperumbudurFGLS09, author = {Bharath K. Sriperumbudur and Kenji Fukumizu and Arthur Gretton and Gert R. G. Lanckriet and Bernhard Sch{\"{o}}lkopf}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Kernel Choice and Classifiability for {RKHS} Embeddings of Probability Distributions}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {1750--1758}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/685ac8cadc1be5ac98da9556bc1c8d9e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SriperumbudurFGLS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WatanabeF09, author = {Yusuke Watanabe and Kenji Fukumizu}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {2017--2025}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/b6f0479ae87d244975439c6124592772-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WatanabeF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0901-2698, author = {Bharath K. Sriperumbudur and Arthur Gretton and Kenji Fukumizu and Gert R. G. Lanckriet and Bernhard Sch{\"{o}}lkopf}, title = {A note on integral probability metrics and {\textdollar}{\textbackslash}phi{\textdollar}-divergences}, journal = {CoRR}, volume = {abs/0901.2698}, year = {2009}, url = {http://arxiv.org/abs/0901.2698}, eprinttype = {arXiv}, eprint = {0901.2698}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0901-2698.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0903-4527, author = {Yusuke Watanabe and Kenji Fukumizu}, title = {Graph polynomials and approximation of partition functions with Loopy Belief Propagation}, journal = {CoRR}, volume = {abs/0903.4527}, year = {2009}, url = {http://arxiv.org/abs/0903.4527}, eprinttype = {arXiv}, eprint = {0903.4527}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0903-4527.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WatanabeF09, author = {Yusuke Watanabe and Kenji Fukumizu}, title = {New graph polynomials from the Bethe approximation of the Ising partition function}, journal = {CoRR}, volume = {abs/0908.3850}, year = {2009}, url = {http://arxiv.org/abs/0908.3850}, eprinttype = {arXiv}, eprint = {0908.3850}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WatanabeF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/HagiwaraF08, author = {Katsuyuki Hagiwara and Kenji Fukumizu}, title = {Relation between weight size and degree of over-fitting in neural network regression}, journal = {Neural Networks}, volume = {21}, number = {1}, pages = {48--58}, year = {2008}, url = {https://doi.org/10.1016/j.neunet.2007.11.001}, doi = {10.1016/J.NEUNET.2007.11.001}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/HagiwaraF08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/SriperumbudurGFLS08, author = {Bharath K. Sriperumbudur and Arthur Gretton and Kenji Fukumizu and Gert R. G. Lanckriet and Bernhard Sch{\"{o}}lkopf}, editor = {Rocco A. Servedio and Tong Zhang}, title = {Injective Hilbert Space Embeddings of Probability Measures}, booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki, Finland, July 9-12, 2008}, pages = {111--122}, publisher = {Omnipress}, year = {2008}, url = {http://colt2008.cs.helsinki.fi/papers/103-Sriperumbudur.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/SriperumbudurGFLS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuSGS08, author = {Kenji Fukumizu and Bharath K. Sriperumbudur and Arthur Gretton and Bernhard Sch{\"{o}}lkopf}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Characteristic Kernels on Groups and Semigroups}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {473--480}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/d07e70efcfab08731a97e7b91be644de-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuSGS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cstat/TanabeFOTI07, author = {Akihiro Tanabe and Kenji Fukumizu and Shigeyuki Oba and Takashi Takenouchi and Shin Ishii}, title = {Parameter estimation for von Mises-Fisher distributions}, journal = {Comput. Stat.}, volume = {22}, number = {1}, pages = {145--157}, year = {2007}, url = {https://doi.org/10.1007/s00180-007-0030-7}, doi = {10.1007/S00180-007-0030-7}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cstat/TanabeFOTI07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/FukumizuBG07, author = {Kenji Fukumizu and Francis R. Bach and Arthur Gretton}, title = {Statistical Consistency of Kernel Canonical Correlation Analysis}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {361--383}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1314512}, doi = {10.5555/1314498.1314512}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/FukumizuBG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cibcb/AkahoF07, author = {Shotaro Akaho and Kenji Fukumizu}, title = {Active Learning for Network Estimation}, booktitle = {Proceedings of the 2007 {IEEE} Symposium on Computational Intelligence in Bioinformatics and Computational Biology, {CIBCB} 2007, Honolulu, Hawaii, USA, April 1-5, 2007, Part of the {IEEE} Symposium Series on Computational Intelligence {(IEEE} {SSCI} 2007)}, pages = {402--409}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/CIBCB.2007.4221250}, doi = {10.1109/CIBCB.2007.4221250}, timestamp = {Sun, 08 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cibcb/AkahoF07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SunJSF07, author = {Xiaohai Sun and Dominik Janzing and Bernhard Sch{\"{o}}lkopf and Kenji Fukumizu}, editor = {Zoubin Ghahramani}, title = {A kernel-based causal learning algorithm}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {855--862}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273604}, doi = {10.1145/1273496.1273604}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/SunJSF07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuGSS07, author = {Kenji Fukumizu and Arthur Gretton and Xiaohai Sun and Bernhard Sch{\"{o}}lkopf}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Kernel Measures of Conditional Dependence}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {489--496}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/3a0772443a0739141292a5429b952fe6-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuGSS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GrettonFTSSS07, author = {Arthur Gretton and Kenji Fukumizu and Choon Hui Teo and Le Song and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {A Kernel Statistical Test of Independence}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {585--592}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/d5cfead94f5350c12c322b5b664544c1-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GrettonFTSSS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CuturiF06, author = {Marco Cuturi and Kenji Fukumizu}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Kernels on Structured Objects Through Nested Histograms}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {329--336}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/dc6e224a8d74ce03bf301152d6e33e97-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/CuturiF06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/CuturiFV05, author = {Marco Cuturi and Kenji Fukumizu and Jean{-}Philippe Vert}, title = {Semigroup Kernels on Measures}, journal = {J. Mach. Learn. Res.}, volume = {6}, pages = {1169--1198}, year = {2005}, url = {http://jmlr.org/papers/v6/cuturi05a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/CuturiFV05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuBG05, author = {Kenji Fukumizu and Francis R. Bach and Arthur Gretton}, title = {Statistical Convergence of Kernel {CCA}}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {387--394}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/7a006957be65e608e863301eb98e1808-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuBG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-cs-0507033, author = {Marco Cuturi and Kenji Fukumizu}, title = {Multiresolution Kernels}, journal = {CoRR}, volume = {abs/cs/0507033}, year = {2005}, url = {http://arxiv.org/abs/cs/0507033}, eprinttype = {arXiv}, eprint = {cs/0507033}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-cs-0507033.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/FukumizuBJ03, author = {Kenji Fukumizu and Francis R. Bach and Michael I. Jordan}, title = {Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {73--99}, year = {2004}, url = {http://jmlr.org/papers/v5/fukumizu04a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/FukumizuBJ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuBJ03, author = {Kenji Fukumizu and Francis R. Bach and Michael I. Jordan}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Kernel Dimensionality Reduction for Supervised Learning}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {81--88}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuBJ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FukumizuAA02, author = {Kenji Fukumizu and Shotaro Akaho and Shun{-}ichi Amari}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {865--872}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/2d3acd3e240c61820625fff66a19938f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FukumizuAA02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/AmariPF00, author = {Shun{-}ichi Amari and Hyeyoung Park and Kenji Fukumizu}, title = {Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons}, journal = {Neural Comput.}, volume = {12}, number = {6}, pages = {1399--1409}, year = {2000}, url = {https://doi.org/10.1162/089976600300015420}, doi = {10.1162/089976600300015420}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/AmariPF00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/FukumizuA00, author = {Kenji Fukumizu and Shun{-}ichi Amari}, title = {Local minima and plateaus in hierarchical structures of multilayer perceptrons}, journal = {Neural Networks}, volume = {13}, number = {3}, pages = {317--327}, year = {2000}, url = {https://doi.org/10.1016/S0893-6080(00)00009-5}, doi = {10.1016/S0893-6080(00)00009-5}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/FukumizuA00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/ParkAF00, author = {Hyeyoung Park and Shun{-}ichi Amari and Kenji Fukumizu}, title = {Adaptive natural gradient learning algorithms for various stochastic models}, journal = {Neural Networks}, volume = {13}, number = {7}, pages = {755--764}, year = {2000}, url = {https://doi.org/10.1016/S0893-6080(00)00051-4}, doi = {10.1016/S0893-6080(00)00051-4}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/ParkAF00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Fukumizu00, author = {Kenji Fukumizu}, title = {Statistical active learning in multilayer perceptrons}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {11}, number = {1}, pages = {17--26}, year = {2000}, url = {https://doi.org/10.1109/72.822506}, doi = {10.1109/72.822506}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/Fukumizu00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/ParkFAL00, author = {Hyeyoung Park and Kenji Fukumizu and Shun{-}ichi Amari and Yillbyung Lee}, editor = {Riichiro Mizoguchi and John K. Slaney}, title = {An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface}, booktitle = {{PRICAI} 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28 - September 1, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1886}, pages = {199--207}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-44533-1\_23}, doi = {10.1007/3-540-44533-1\_23}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/ParkFAL00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/Fukumizu98, author = {Kenji Fukumizu}, editor = {Osamu Watanabe and Takashi Yokomori}, title = {Generalization Error of Limear Neural Networks in Unidentifiable Cases}, booktitle = {Algorithmic Learning Theory, 10th International Conference, {ALT} '99, Tokyo, Japan, December 6-8, 1999, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1720}, pages = {51--62}, publisher = {Springer}, year = {1999}, url = {https://doi.org/10.1007/3-540-46769-6\_5}, doi = {10.1007/3-540-46769-6\_5}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/alt/Fukumizu98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/Fukumizu98, author = {Kenji Fukumizu}, editor = {Shiro Usui and Takashi Omori}, title = {Effect of Batch Learning in Multilayer Neural Networks}, booktitle = {The Fifth International Conference on Neural Information Processing, ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings}, pages = {67--70}, publisher = {{IOA} Press}, year = {1998}, timestamp = {Tue, 10 May 2005 13:22:06 +0200}, biburl = {https://dblp.org/rec/conf/iconip/Fukumizu98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/mk/98/WatanabeF98, author = {Sumio Watanabe and Kenji Fukumizu}, editor = {Cornelius T. Leondes}, title = {Probabilistic design}, booktitle = {Algorithms and Architectures}, series = {Neural network systems techniques and applications}, volume = {1}, pages = {181--229}, publisher = {Morgan Kaufmann}, year = {1998}, url = {https://doi.org/10.1016/s1874-5946(98)80071-0}, doi = {10.1016/S1874-5946(98)80071-0}, timestamp = {Thu, 14 May 2020 16:10:09 +0200}, biburl = {https://dblp.org/rec/books/mk/98/WatanabeF98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/IshiFW96, author = {Shin Ishii and Kenji Fukumizu and Sumio Watanabe}, title = {A network of chaotic elements for information processing}, journal = {Neural Networks}, volume = {9}, number = {1}, pages = {25--40}, year = {1996}, url = {https://doi.org/10.1016/0893-6080(95)00100-X}, doi = {10.1016/0893-6080(95)00100-X}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/IshiFW96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/Fukumizu96, author = {Kenji Fukumizu}, title = {A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network}, journal = {Neural Networks}, volume = {9}, number = {5}, pages = {871--879}, year = {1996}, url = {https://doi.org/10.1016/0893-6080(95)00119-0}, doi = {10.1016/0893-6080(95)00119-0}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/Fukumizu96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WatanabeF95, author = {Sumio Watanabe and Kenji Fukumizu}, title = {Probabilistic design of layered neural networks based on their unified framework}, journal = {{IEEE} Trans. Neural Networks}, volume = {6}, number = {3}, pages = {691--702}, year = {1995}, url = {https://doi.org/10.1109/72.377974}, doi = {10.1109/72.377974}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WatanabeF95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Fukumizu95, author = {Kenji Fukumizu}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {Active Learning in Multilayer Perceptrons}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {295--301}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1140-active-learning-in-multilayer-perceptrons}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Fukumizu95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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