Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Shashanka Ubaru
@article{DBLP:journals/corr/abs-2401-13754,
author = {Vassilis Kalantzis and
Mark S. Squillante and
Shashanka Ubaru and
Tayfun Gokmen and
Chai Wah Wu and
Anshul Gupta and
Haim Avron and
Tomasz Nowicki and
Malte J. Rasch and
O. Murat Onen and
Vanessa L{\'{o}}pez{-}Marrero and
Effendi Leobandung and
Yasuteru Kohda and
Wilfried Haensch and
Lior Horesh},
title = {Multi-Function Multi-Way Analog Technology for Sustainable Machine
Intelligence Computation},
journal = {CoRR},
volume = {abs/2401.13754},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13754},
doi = {10.48550/ARXIV.2401.13754},
eprinttype = {arXiv},
eprint = {2401.13754},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KalantzisSWGUGH23,
author = {Vasileios Kalantzis and
Mark S. Squillante and
Chai Wah Wu and
Anshul Gupta and
Shashanka Ubaru and
Tayfun Gokmen and
Lior Horesh},
title = {Solving Sparse Linear Systems via Flexible {GMRES} with In-Memory
Analog Preconditioning},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363502},
doi = {10.1109/HPEC58863.2023.10363502},
timestamp = {Mon, 22 Jan 2024 20:34:11 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KalantzisSWGUGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KalantzisKUS23,
author = {Vassilis Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Theodoros Salonidis},
title = {Accelerating Matrix Trace Estimation by Aitken's {\(\Delta\)}\({}^{\mbox{2}}\)
Process},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095081},
doi = {10.1109/ICASSP49357.2023.10095081},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KalantzisKUS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KolliasKSU23,
author = {Georgios Kollias and
Vassilis Kalantzis and
Theodoros Salonidis and
Shashanka Ubaru},
title = {Quantum Graph Transformers},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096345},
doi = {10.1109/ICASSP49357.2023.10096345},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KolliasKSU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10352,
author = {Kenneth L. Clarkson and
Shashanka Ubaru and
Elizabeth Yang},
title = {Capacity Analysis of Vector Symbolic Architectures},
journal = {CoRR},
volume = {abs/2301.10352},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10352},
doi = {10.48550/ARXIV.2301.10352},
eprinttype = {arXiv},
eprint = {2301.10352},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/KalantzisSUH22,
author = {Vasileios Kalantzis and
Mark S. Squillante and
Shashanka Ubaru and
Lior Horesh},
title = {On Quantum Algorithms for Random Walks in the Nonnegative Quarter
Plane},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {50},
number = {2},
pages = {42--44},
year = {2022},
url = {https://doi.org/10.1145/3561074.3561089},
doi = {10.1145/3561074.3561089},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/KalantzisSUH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11510,
author = {Ismail Yunus Akhalwaya and
Yang{-}Hui He and
Lior Horesh and
Vishnu Jejjala and
William Kirby and
Kugendran Naidoo and
Shashanka Ubaru},
title = {Efficient Quantum Computation of the Fermionic Boundary Operator},
journal = {CoRR},
volume = {abs/2201.11510},
year = {2022},
url = {https://arxiv.org/abs/2201.11510},
eprinttype = {arXiv},
eprint = {2201.11510},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05063,
author = {Paz Fink Shustin and
Shashanka Ubaru and
Vasileios Kalantzis and
Lior Horesh and
Haim Avron},
title = {PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty},
journal = {CoRR},
volume = {abs/2202.05063},
year = {2022},
url = {https://arxiv.org/abs/2202.05063},
eprinttype = {arXiv},
eprint = {2202.05063},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01941,
author = {Tyler Chen and
Thomas Trogdon and
Shashanka Ubaru},
title = {Randomized matrix-free quadrature for spectrum and spectral sum approximation},
journal = {CoRR},
volume = {abs/2204.01941},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01941},
doi = {10.48550/ARXIV.2204.01941},
eprinttype = {arXiv},
eprint = {2204.01941},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09371,
author = {Ismail Yunus Akhalwaya and
Shashanka Ubaru and
Kenneth L. Clarkson and
Mark S. Squillante and
Vishnu Jejjala and
Yang{-}Hui He and
Kugendran Naidoo and
Vasileios Kalantzis and
Lior Horesh},
title = {Towards Quantum Advantage on Noisy Quantum Computers},
journal = {CoRR},
volume = {abs/2209.09371},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09371},
doi = {10.48550/ARXIV.2209.09371},
eprinttype = {arXiv},
eprint = {2209.09371},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/UbaruHC21,
author = {Shashanka Ubaru and
Lior Horesh and
Guy Cohen},
title = {Dynamic graph and polynomial chaos based models for contact tracing
data analysis and optimal testing prescription},
journal = {J. Biomed. Informatics},
volume = {122},
pages = {103901},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2021.103901},
doi = {10.1016/J.JBI.2021.103901},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/UbaruHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuUGCHK21,
author = {Dong Hu and
Shashanka Ubaru and
Alex Gittens and
Kenneth L. Clarkson and
Lior Horesh and
Vassilis Kalantzis},
title = {Sparse Graph Based Sketching for Fast Numerical Linear Algebra},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3255--3259},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414030},
doi = {10.1109/ICASSP39728.2021.9414030},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuUGCHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTU21,
author = {Tyler Chen and
Thomas Trogdon and
Shashanka Ubaru},
editor = {Marina Meila and
Tong Zhang},
title = {Analysis of stochastic Lanczos quadrature for spectrum approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1728--1739},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21s.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalantzisKUNHC21,
author = {Vasileios Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Athanasios N. Nikolakopoulos and
Lior Horesh and
Kenneth L. Clarkson},
editor = {Marina Meila and
Tong Zhang},
title = {Projection techniques to update the truncated {SVD} of evolving matrices
with applications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5236--5246},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kalantzis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalantzisKUNHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ChakaravarthyPR21,
author = {Venkatesan T. Chakaravarthy and
Shivmaran S. Pandian and
Saurabh Raje and
Yogish Sabharwal and
Toyotaro Suzumura and
Shashanka Ubaru},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {Efficient scaling of dynamic graph neural networks},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {77},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3480858},
doi = {10.1145/3458817.3480858},
timestamp = {Tue, 08 Nov 2022 16:03:02 +0100},
biburl = {https://dblp.org/rec/conf/sc/ChakaravarthyPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MalikUHKA21,
author = {Osman Asif Malik and
Shashanka Ubaru and
Lior Horesh and
Misha E. Kilmer and
Haim Avron},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Dynamic Graph Convolutional Networks Using the Tensor M-Product},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {729--737},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.82},
doi = {10.1137/1.9781611976700.82},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MalikUHKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05758,
author = {Dong Hu and
Shashanka Ubaru and
Alex Gittens and
Kenneth L. Clarkson and
Lior Horesh and
Vassilis Kalantzis},
title = {Sparse graph based sketching for fast numerical linear algebra},
journal = {CoRR},
volume = {abs/2102.05758},
year = {2021},
url = {https://arxiv.org/abs/2102.05758},
eprinttype = {arXiv},
eprint = {2102.05758},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06595,
author = {Tyler Chen and
Thomas Trogdon and
Shashanka Ubaru},
title = {Analysis of stochastic Lanczos quadrature for spectrum approximation},
journal = {CoRR},
volume = {abs/2105.06595},
year = {2021},
url = {https://arxiv.org/abs/2105.06595},
eprinttype = {arXiv},
eprint = {2105.06595},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02811,
author = {Shashanka Ubaru and
Ismail Yunus Akhalwaya and
Mark S. Squillante and
Kenneth L. Clarkson and
Lior Horesh},
title = {Quantum Topological Data Analysis with Linear Depth and Exponential
Speedup},
journal = {CoRR},
volume = {abs/2108.02811},
year = {2021},
url = {https://arxiv.org/abs/2108.02811},
eprinttype = {arXiv},
eprint = {2108.02811},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07893,
author = {Venkatesan T. Chakaravarthy and
Shivmaran S. Pandian and
Saurabh Raje and
Yogish Sabharwal and
Toyotaro Suzumura and
Shashanka Ubaru},
title = {Efficient Scaling of Dynamic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2109.07893},
year = {2021},
url = {https://arxiv.org/abs/2109.07893},
eprinttype = {arXiv},
eprint = {2109.07893},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/FanSUS20,
author = {Tiffany Fan and
David I. Shuman and
Shashanka Ubaru and
Yousef Saad},
title = {Spectrum-Adapted Polynomial Approximation for Matrix Functions with
Applications in Graph Signal Processing},
journal = {Algorithms},
volume = {13},
number = {11},
pages = {295},
year = {2020},
url = {https://doi.org/10.3390/a13110295},
doi = {10.3390/A13110295},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/FanSUS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UbaruDMG20,
author = {Shashanka Ubaru and
Sanjeeb Dash and
Arya Mazumdar and
Oktay G{\"{u}}nl{\"{u}}k},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Multilabel Classification by Hierarchical Partitioning and Data-dependent
Grouping},
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/fea16e782bc1b1240e4b3c797012e289-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/UbaruDMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14084,
author = {Shashanka Ubaru and
Sanjeeb Dash and
Arya Mazumdar and
Oktay G{\"{u}}nl{\"{u}}k},
title = {Multilabel Classification by Hierarchical Partitioning and Data-dependent
Grouping},
journal = {CoRR},
volume = {abs/2006.14084},
year = {2020},
url = {https://arxiv.org/abs/2006.14084},
eprinttype = {arXiv},
eprint = {2006.14084},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04971,
author = {Shashanka Ubaru and
Lior Horesh and
Guy Cohen},
title = {Dynamic graph based epidemiological model for {COVID-19} contact tracing
data analysis and optimal testing prescription},
journal = {CoRR},
volume = {abs/2009.04971},
year = {2020},
url = {https://arxiv.org/abs/2009.04971},
eprinttype = {arXiv},
eprint = {2009.04971},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06392,
author = {Vassilis Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Athanasios N. Nikolakopoulos and
Lior Horesh and
Kenneth L. Clarkson},
title = {Projection techniques to update the truncated {SVD} of evolving matrices},
journal = {CoRR},
volume = {abs/2010.06392},
year = {2020},
url = {https://arxiv.org/abs/2010.06392},
eprinttype = {arXiv},
eprint = {2010.06392},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/UbaruS19,
author = {Shashanka Ubaru and
Yousef Saad},
title = {Sampling and multilevel coarsening algorithms for fast matrix approximations},
journal = {Numer. Linear Algebra Appl.},
volume = {26},
number = {3},
year = {2019},
url = {https://doi.org/10.1002/nla.2234},
doi = {10.1002/NLA.2234},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nla/UbaruS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FanSUS19,
author = {Li Fan and
David I Shuman and
Shashanka Ubaru and
Yousef Saad},
title = {Spectrum-adapted Polynomial Approximation for Matrix Functions},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {4933--4937},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683179},
doi = {10.1109/ICASSP.2019.8683179},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FanSUS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UbaruSS19,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {720--728},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.81},
doi = {10.1137/1.9781611975673.81},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UbaruSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07643,
author = {Osman Asif Malik and
Shashanka Ubaru and
Lior Horesh and
Misha E. Kilmer and
Haim Avron},
title = {Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs},
journal = {CoRR},
volume = {abs/1910.07643},
year = {2019},
url = {http://arxiv.org/abs/1910.07643},
eprinttype = {arXiv},
eprint = {1910.07643},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/MuscoNSUW18,
author = {Cameron Musco and
Praneeth Netrapalli and
Aaron Sidford and
Shashanka Ubaru and
David P. Woodruff},
editor = {Anna R. Karlin},
title = {Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms
and Hardness},
booktitle = {9th Innovations in Theoretical Computer Science Conference, {ITCS}
2018, January 11-14, 2018, Cambridge, MA, {USA}},
series = {LIPIcs},
volume = {94},
pages = {8:1--8:21},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2018},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2018.8},
doi = {10.4230/LIPICS.ITCS.2018.8},
timestamp = {Tue, 11 Feb 2020 15:52:14 +0100},
biburl = {https://dblp.org/rec/conf/innovations/MuscoNSUW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00534,
author = {Anastasios Kyrillidis and
Shashanka Ubaru and
Georgios Kollias and
Kristofer E. Bouchard},
title = {Run Procrustes, Run! On the convergence of accelerated Procrustes
Flow},
journal = {CoRR},
volume = {abs/1806.00534},
year = {2018},
url = {http://arxiv.org/abs/1806.00534},
eprinttype = {arXiv},
eprint = {1806.00534},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09506,
author = {Li Fan and
David I Shuman and
Shashanka Ubaru and
Yousef Saad},
title = {Spectrum-Adapted Polynomial Approximation for Matrix Functions},
journal = {CoRR},
volume = {abs/1808.09506},
year = {2018},
url = {http://arxiv.org/abs/1808.09506},
eprinttype = {arXiv},
eprint = {1808.09506},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03733,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
journal = {CoRR},
volume = {abs/1810.03733},
year = {2018},
url = {http://arxiv.org/abs/1810.03733},
eprinttype = {arXiv},
eprint = {1810.03733},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UbaruSS17,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
title = {Improving the Incoherence of a Learned Dictionary via Rank Shrinkage},
journal = {Neural Comput.},
volume = {29},
number = {1},
pages = {263--285},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00907},
doi = {10.1162/NECO\_A\_00907},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UbaruSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UbaruSS17a,
author = {Shashanka Ubaru and
Yousef Saad and
Abd{-}Krim Seghouane},
title = {Fast Estimation of Approximate Matrix Ranks Using Spectral Densities},
journal = {Neural Comput.},
volume = {29},
number = {5},
pages = {1317--1351},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00951},
doi = {10.1162/NECO\_A\_00951},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UbaruSS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/Ubaru0S17,
author = {Shashanka Ubaru and
Jie Chen and
Yousef Saad},
title = {Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {4},
pages = {1075--1099},
year = {2017},
url = {https://doi.org/10.1137/16M1104974},
doi = {10.1137/16M1104974},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/Ubaru0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/UbaruMS17,
author = {Shashanka Ubaru and
Arya Mazumdar and
Yousef Saad},
title = {Low Rank Approximation and Decomposition of Large Matrices Using Error
Correcting Codes},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {9},
pages = {5544--5558},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2723898},
doi = {10.1109/TIT.2017.2723898},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/UbaruMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcse/UbaruS17,
author = {Shashanka Ubaru and
Yousef Saad},
editor = {Tom{\'{a}}s Kozubek and
Martin Cerm{\'{a}}k and
Petr Tich{\'{y}} and
Radim Blaheta and
Jakub S{\'{\i}}stek and
Dalibor Luk{\'{a}}s and
Jir{\'{\i}} Jaros},
title = {Applications of Trace Estimation Techniques},
booktitle = {High Performance Computing in Science and Engineering - Third International
Conference, {HPCSE} 2017, Karolinka, Czech Republic, May 22-25, 2017,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11087},
pages = {19--33},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-97136-0\_2},
doi = {10.1007/978-3-319-97136-0\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcse/UbaruS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UbaruM17,
author = {Shashanka Ubaru and
Arya Mazumdar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multilabel Classification with Group Testing and Codes},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3492--3501},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ubaru17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/UbaruM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/UbaruWB17,
author = {Shashanka Ubaru and
Kesheng Wu and
Kristofer E. Bouchard},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {UoI-NMF Cluster: {A} Robust Nonnegative Matrix Factorization Algorithm
for Improved Parts-Based Decomposition and Reconstruction of Noisy
Data},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {241--248},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.0-152},
doi = {10.1109/ICMLA.2017.0-152},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/UbaruWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BouchardBRUPSMC17,
author = {Kristofer E. Bouchard and
Alejandro F. Bujan and
Farbod Roosta{-}Khorasani and
Shashanka Ubaru and
Prabhat and
Antoine Snijders and
Jian{-}Hua Mao and
Edward F. Chang and
Michael W. Mahoney and
Sharmodeep Bhattacharyya},
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 = {Union of Intersections (UoI) for Interpretable Data Driven Discovery
and Prediction},
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 = {1078--1086},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/788d986905533aba051261497ecffcbb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/BouchardBRUPSMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuscoNSUW17,
author = {Cameron Musco and
Praneeth Netrapalli and
Aaron Sidford and
Shashanka Ubaru and
David P. Woodruff},
title = {Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms
and Hardness},
journal = {CoRR},
volume = {abs/1704.04163},
year = {2017},
url = {http://arxiv.org/abs/1704.04163},
eprinttype = {arXiv},
eprint = {1704.04163},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MuscoNSUW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00439,
author = {Shashanka Ubaru and
Yousef Saad},
title = {Sampling and multilevel coarsening algorithms for fast matrix approximations},
journal = {CoRR},
volume = {abs/1711.00439},
year = {2017},
url = {http://arxiv.org/abs/1711.00439},
eprinttype = {arXiv},
eprint = {1711.00439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UbaruS16,
author = {Shashanka Ubaru and
Yousef Saad},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Fast methods for estimating the Numerical rank of large matrices},
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 = {468--477},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/ubaru16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/UbaruS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/UbaruMB16,
author = {Shashanka Ubaru and
Arya Mazumdar and
Alexander Barg},
title = {Group testing schemes from low-weight codewords of {BCH} codes},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {2863--2867},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541822},
doi = {10.1109/ISIT.2016.7541822},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/UbaruMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UbaruSS16,
author = {Shashanka Ubaru and
Yousef Saad and
Abd{-}Krim Seghouane},
title = {Fast estimation of approximate matrix ranks using spectral densities},
journal = {CoRR},
volume = {abs/1608.05754},
year = {2016},
url = {http://arxiv.org/abs/1608.05754},
eprinttype = {arXiv},
eprint = {1608.05754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UbaruSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UbaruMS15,
author = {Shashanka Ubaru and
Arya Mazumdar and
Yousef Saad},
editor = {Francis R. Bach and
David M. Blei},
title = {Low Rank Approximation using Error Correcting Coding Matrices},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {702--710},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ubaru15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/UbaruMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UbaruMS15,
author = {Shashanka Ubaru and
Arya Mazumdar and
Yousef Saad},
title = {Low rank approximation and decomposition of large matrices using error
correcting codes},
journal = {CoRR},
volume = {abs/1512.09156},
year = {2015},
url = {http://arxiv.org/abs/1512.09156},
eprinttype = {arXiv},
eprint = {1512.09156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UbaruMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-21 17:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
