default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Haim Avron
@article{DBLP:journals/fdata/NewmanHAK24,
author = {Elizabeth Newman and
Lior Horesh and
Haim Avron and
Misha E. Kilmer},
title = {Stable tensor neural networks for efficient deep learning},
journal = {Frontiers Big Data},
volume = {7},
year = {2024},
url = {https://doi.org/10.3389/fdata.2024.1363978},
doi = {10.3389/FDATA.2024.1363978},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/NewmanHAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/ShmueliDA24,
author = {Shany Shmueli and
Petros Drineas and
Haim Avron},
title = {Low-rank updates of matrix square roots},
journal = {Numer. Linear Algebra Appl.},
volume = {31},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/nla.2528},
doi = {10.1002/NLA.2528},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nla/ShmueliDA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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}
}
@article{DBLP:journals/corr/abs-2402-02454,
author = {Oria Gruber and
Haim Avron},
title = {On the Role of Initialization on the Implicit Bias in Deep Linear
Networks},
journal = {CoRR},
volume = {abs/2402.02454},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02454},
doi = {10.48550/ARXIV.2402.02454},
eprinttype = {arXiv},
eprint = {2402.02454},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01098,
author = {Liron Mor{-}Yosef and
Shashanka Ubaru and
Lior Horesh and
Haim Avron},
title = {Multivariate trace estimation using quantum state space linear algebra},
journal = {CoRR},
volume = {abs/2405.01098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01098},
doi = {10.48550/ARXIV.2405.01098},
eprinttype = {arXiv},
eprint = {2405.01098},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/ShustinA23,
author = {Boris Shustin and
Haim Avron},
title = {Riemannian optimization with a preconditioning scheme on the generalized
Stiefel manifold},
journal = {J. Comput. Appl. Math.},
volume = {423},
pages = {114953},
year = {2023},
url = {https://doi.org/10.1016/j.cam.2022.114953},
doi = {10.1016/J.CAM.2022.114953},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcam/ShustinA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nm/MorSA23,
author = {Uria Mor and
Boris Shustin and
Haim Avron},
title = {Solving trust region subproblems using Riemannian optimization},
journal = {Numerische Mathematik},
volume = {154},
number = {1-2},
pages = {1--33},
year = {2023},
url = {https://doi.org/10.1007/s00211-023-01360-0},
doi = {10.1007/S00211-023-01360-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nm/MorSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShohamA23,
author = {Neta Shoham and
Haim Avron},
title = {Experimental Design for Overparameterized Learning With Application
to Single Shot Deep Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {11766--11777},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3287042},
doi = {10.1109/TPAMI.2023.3287042},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ShohamA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZandiehHA23,
author = {Amir Zandieh and
Insu Han and
Haim Avron},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Near Optimal Reconstruction of Spherical Harmonic Expansions},
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/4b719e74623f4fa238ded71b56f0a184-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZandiehHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04952,
author = {Raphael A. Meyer and
Haim Avron},
title = {Hutchinson's Estimator is Bad at Kronecker-Trace-Estimation},
journal = {CoRR},
volume = {abs/2309.04952},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04952},
doi = {10.48550/ARXIV.2309.04952},
eprinttype = {arXiv},
eprint = {2309.04952},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/LevieA22,
author = {Ron Levie and
Haim Avron},
title = {Randomized continuous frames in time-frequency analysis},
journal = {Adv. Comput. Math.},
volume = {48},
number = {3},
pages = {25},
year = {2022},
url = {https://doi.org/10.1007/s10444-022-09941-7},
doi = {10.1007/S10444-022-09941-7},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/LevieA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShustinA22,
author = {Paz Fink Shustin and
Haim Avron},
title = {Gauss-Legendre Features for Gaussian Process Regression},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {92:1--92:47},
year = {2022},
url = {https://jmlr.org/papers/v23/21-0030.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShustinA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChowdhuryDLAD22,
author = {Agniva Chowdhury and
Gregory Dexter and
Palma London and
Haim Avron and
Petros Drineas},
title = {Faster Randomized Interior Point Methods for Tall/Wide Linear Programs},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {336:1--336:48},
year = {2022},
url = {https://jmlr.org/papers/v23/21-0709.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChowdhuryDLAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MorCVKEA22,
author = {Uria Mor and
Yotam Cohen and
Rafael Valdes{-}Mas and
Denise Kviatcovsky and
Eran Elinav and
Haim Avron},
title = {Dimensionality reduction of longitudinal 'omics data using modern
tensor factorizations},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {7},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1010212},
doi = {10.1371/JOURNAL.PCBI.1010212},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MorCVKEA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ShustinA22,
author = {Paz Fink Shustin and
Haim Avron},
title = {Semi-Infinite Linear Regression and Its Applications},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {43},
number = {1},
pages = {479--511},
year = {2022},
url = {https://doi.org/10.1137/21m1411950},
doi = {10.1137/21M1411950},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/ShustinA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DexterCAD22,
author = {Gregory Dexter and
Agniva Chowdhury and
Haim Avron and
Petros Drineas},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {On the Convergence of Inexact Predictor-Corrector Methods for Linear
Programming},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {5007--5038},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/dexter22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/DexterCAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanZA22,
author = {Insu Han and
Amir Zandieh and
Haim Avron},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Random Gegenbauer Features for Scalable Kernel Methods},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {8330--8358},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/han22g.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13156,
author = {Shany Shumeli and
Petros Drineas and
Haim Avron},
title = {Low-Rank Updates of Matrix Square Roots},
journal = {CoRR},
volume = {abs/2201.13156},
year = {2022},
url = {https://arxiv.org/abs/2201.13156},
eprinttype = {arXiv},
eprint = {2201.13156},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03474,
author = {Insu Han and
Amir Zandieh and
Haim Avron},
title = {Random Gegenbauer Features for Scalable Kernel Methods},
journal = {CoRR},
volume = {abs/2202.03474},
year = {2022},
url = {https://arxiv.org/abs/2202.03474},
eprinttype = {arXiv},
eprint = {2202.03474},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03474.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-2202-12995,
author = {Amir Zandieh and
Insu Han and
Haim Avron},
title = {Near Optimal Reconstruction of Spherical Harmonic Expansions},
journal = {CoRR},
volume = {abs/2202.12995},
year = {2022},
url = {https://arxiv.org/abs/2202.12995},
eprinttype = {arXiv},
eprint = {2202.12995},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-03269,
author = {Boris Shustin and
Haim Avron and
Barak Sober},
title = {Manifold Free Riemannian Optimization},
journal = {CoRR},
volume = {abs/2209.03269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.03269},
doi = {10.48550/ARXIV.2209.03269},
eprinttype = {arXiv},
eprint = {2209.03269},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-03269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08722,
author = {Agniva Chowdhury and
Gregory Dexter and
Palma London and
Haim Avron and
Petros Drineas},
title = {Faster Randomized Interior Point Methods for Tall/Wide Linear Programs},
journal = {CoRR},
volume = {abs/2209.08722},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08722},
doi = {10.48550/ARXIV.2209.08722},
eprinttype = {arXiv},
eprint = {2209.08722},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KalantzisGHNSWG21,
author = {Vasileios Kalantzis and
Anshul Gupta and
Lior Horesh and
Tomasz Nowicki and
Mark S. Squillante and
Chai Wah Wu and
Tayfun Gokmen and
Haim Avron},
title = {Solving sparse linear systems with approximate inverse preconditioners
on analog devices},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622816},
doi = {10.1109/HPEC49654.2021.9622816},
timestamp = {Mon, 06 Dec 2021 17:33:19 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KalantzisGHNSWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZandiehHASKS21,
author = {Amir Zandieh and
Insu Han and
Haim Avron and
Neta Shoham and
Chaewon Kim and
Jinwoo Shin},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Scaling Neural Tangent Kernels via Sketching and Random Features},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1062--1073},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/08ae6a26b7cb089ea588e94aed36bd15-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZandiehHASKS21.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-2101-01137,
author = {Paz Fink Shustin and
Haim Avron},
title = {Gauss-Legendre Features for Gaussian Process Regression},
journal = {CoRR},
volume = {abs/2101.01137},
year = {2021},
url = {https://arxiv.org/abs/2101.01137},
eprinttype = {arXiv},
eprint = {2101.01137},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01351,
author = {Insu Han and
Haim Avron and
Neta Shoham and
Chaewon Kim and
Jinwoo Shin},
title = {Random Features for the Neural Tangent Kernel},
journal = {CoRR},
volume = {abs/2104.01351},
year = {2021},
url = {https://arxiv.org/abs/2104.01351},
eprinttype = {arXiv},
eprint = {2104.01351},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05687,
author = {Paz Fink Shustin and
Haim Avron},
title = {Semi-Infinite Linear Regression and Its Applications},
journal = {CoRR},
volume = {abs/2104.05687},
year = {2021},
url = {https://arxiv.org/abs/2104.05687},
eprinttype = {arXiv},
eprint = {2104.05687},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07880,
author = {Amir Zandieh and
Insu Han and
Haim Avron and
Neta Shoham and
Chaewon Kim and
Jinwoo Shin},
title = {Scaling Neural Tangent Kernels via Sketching and Random Features},
journal = {CoRR},
volume = {abs/2106.07880},
year = {2021},
url = {https://arxiv.org/abs/2106.07880},
eprinttype = {arXiv},
eprint = {2106.07880},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12060,
author = {Boris Shustin and
Haim Avron},
title = {Faster Randomized Methods for Orthogonality Constrained Problems},
journal = {CoRR},
volume = {abs/2106.12060},
year = {2021},
url = {https://arxiv.org/abs/2106.12060},
eprinttype = {arXiv},
eprint = {2106.12060},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14159,
author = {Uria Mor and
Yotam Cohen and
Rafael Valdes{-}Mas and
Denise Kviatcovsky and
Eran Elinav and
Haim Avron},
title = {Dimensionality Reduction of Longitudinal 'Omics Data using Modern
Tensor Factorization},
journal = {CoRR},
volume = {abs/2111.14159},
year = {2021},
url = {https://arxiv.org/abs/2111.14159},
eprinttype = {arXiv},
eprint = {2111.14159},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanAS20,
author = {Insu Han and
Haim Avron and
Jinwoo Shin},
title = {Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3984--3993},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChowdhuryLAD20,
author = {Agniva Chowdhury and
Palma London and
Haim Avron and
Petros Drineas},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Faster Randomized Infeasible Interior Point Methods for Tall/Wide
Linear Programs},
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/630eff1b380505a67570dff952ce4ad7-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChowdhuryLAD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00046,
author = {Misha E. Kilmer and
Lior Horesh and
Haim Avron and
Elizabeth Newman},
title = {Tensor-Tensor Products for Optimal Representation and Compression},
journal = {CoRR},
volume = {abs/2001.00046},
year = {2020},
url = {http://arxiv.org/abs/2001.00046},
eprinttype = {arXiv},
eprint = {2001.00046},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08072,
author = {Agniva Chowdhury and
Palma London and
Haim Avron and
Petros Drineas},
title = {Speeding up Linear Programming using Randomized Linear Algebra},
journal = {CoRR},
volume = {abs/2003.08072},
year = {2020},
url = {https://arxiv.org/abs/2003.08072},
eprinttype = {arXiv},
eprint = {2003.08072},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10525,
author = {Ron Levie and
Haim Avron},
title = {Randomized Continuous Frames in Time-Frequency Analysis},
journal = {CoRR},
volume = {abs/2009.10525},
year = {2020},
url = {https://arxiv.org/abs/2009.10525},
eprinttype = {arXiv},
eprint = {2009.10525},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12820,
author = {Neta Shoham and
Haim Avron},
title = {Experimental Design for Overparameterized Learning with Application
to Single Shot Deep Active Learning},
journal = {CoRR},
volume = {abs/2009.12820},
year = {2020},
url = {https://arxiv.org/abs/2009.12820},
eprinttype = {arXiv},
eprint = {2009.12820},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07547,
author = {Uria Mor and
Haim Avron},
title = {Solving Trust Region Subproblems Using Riemannian Optimization},
journal = {CoRR},
volume = {abs/2010.07547},
year = {2020},
url = {https://arxiv.org/abs/2010.07547},
eprinttype = {arXiv},
eprint = {2010.07547},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02025,
author = {Ron Levie and
Haim Avron and
Gitta Kutyniok},
title = {Quasi Monte Carlo Time-Frequency Analysis},
journal = {CoRR},
volume = {abs/2011.02025},
year = {2020},
url = {https://arxiv.org/abs/2011.02025},
eprinttype = {arXiv},
eprint = {2011.02025},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/IyerAKICD19,
author = {Chander Iyer and
Haim Avron and
Georgios Kollias and
Yves Ineichen and
Christopher D. Carothers and
Petros Drineas},
title = {A randomized least squares solver for terabyte-sized dense overdetermined
systems},
journal = {J. Comput. Sci.},
volume = {36},
year = {2019},
url = {https://doi.org/10.1016/j.jocs.2016.09.007},
doi = {10.1016/J.JOCS.2016.09.007},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/IyerAKICD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/AvronDT19,
author = {Haim Avron and
Alex Druinsky and
Sivan Toledo},
title = {Spectral condition-number estimation of large sparse matrices},
journal = {Numer. Linear Algebra Appl.},
volume = {26},
number = {3},
year = {2019},
url = {https://doi.org/10.1002/nla.2235},
doi = {10.1002/NLA.2235},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nla/AvronDT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/Mor-YosefA19,
author = {Liron Mor{-}Yosef and
Haim Avron},
title = {Sketching for Principal Component Regression},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {40},
number = {2},
pages = {454--485},
year = {2019},
url = {https://doi.org/10.1137/18M1188860},
doi = {10.1137/18M1188860},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/Mor-YosefA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/AvronKMMVZ19,
author = {Haim Avron and
Michael Kapralov and
Cameron Musco and
Christopher Musco and
Ameya Velingker and
Amir Zandieh},
editor = {Moses Charikar and
Edith Cohen},
title = {A universal sampling method for reconstructing signals with simple
Fourier transforms},
booktitle = {Proceedings of the 51st Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2019, Phoenix, AZ, USA, June 23-26, 2019},
pages = {1051--1063},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3313276.3316363},
doi = {10.1145/3313276.3316363},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/AvronKMMVZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01635,
author = {Boris Shustin and
Haim Avron},
title = {Randomized Riemannian Preconditioning for Quadratically Constrained
Problems},
journal = {CoRR},
volume = {abs/1902.01635},
year = {2019},
url = {http://arxiv.org/abs/1902.01635},
eprinttype = {arXiv},
eprint = {1902.01635},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11616,
author = {Insu Han and
Haim Avron and
Jinwoo Shin},
title = {Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix},
journal = {CoRR},
volume = {abs/1905.11616},
year = {2019},
url = {http://arxiv.org/abs/1905.11616},
eprinttype = {arXiv},
eprint = {1905.11616},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11616.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}
}
@article{DBLP:journals/juq/ShulkindHA18,
author = {Gal Shulkind and
Lior Horesh and
Haim Avron},
title = {Experimental Design for Nonparametric Correction of Misspecified Dynamical
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {880--906},
year = {2018},
url = {https://doi.org/10.1137/17M1128435},
doi = {10.1137/17M1128435},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ShulkindHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanAS18,
author = {Insu Han and
Haim Avron and
Jinwoo Shin},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Stochastic Chebyshev Gradient Descent for Spectral Optimization},
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 = {7397--7407},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/898aef0932f6aaecda27aba8e9903991-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06355,
author = {Insu Han and
Haim Avron and
Jinwoo Shin},
title = {Optimizing Spectral Sums using Randomized Chebyshev Expansions},
journal = {CoRR},
volume = {abs/1802.06355},
year = {2018},
url = {http://arxiv.org/abs/1802.06355},
eprinttype = {arXiv},
eprint = {1802.06355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02661,
author = {Liron Mor{-}Yosef and
Haim Avron},
title = {Sketching for Principal Component Regression},
journal = {CoRR},
volume = {abs/1803.02661},
year = {2018},
url = {http://arxiv.org/abs/1803.02661},
eprinttype = {arXiv},
eprint = {1803.02661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09893,
author = {Haim Avron and
Michael Kapralov and
Cameron Musco and
Christopher Musco and
Ameya Velingker and
Amir Zandieh},
title = {Random Fourier Features for Kernel Ridge Regression: Approximation
Bounds and Statistical Guarantees},
journal = {CoRR},
volume = {abs/1804.09893},
year = {2018},
url = {http://arxiv.org/abs/1804.09893},
eprinttype = {arXiv},
eprint = {1804.09893},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06569,
author = {Elizabeth Newman and
Lior Horesh and
Haim Avron and
Misha E. Kilmer},
title = {Stable Tensor Neural Networks for Rapid Deep Learning},
journal = {CoRR},
volume = {abs/1811.06569},
year = {2018},
url = {http://arxiv.org/abs/1811.06569},
eprinttype = {arXiv},
eprint = {1811.06569},
timestamp = {Thu, 23 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08723,
author = {Haim Avron and
Michael Kapralov and
Cameron Musco and
Christopher Musco and
Ameya Velingker and
Amir Zandieh},
title = {A Universal Sampling Method for Reconstructing Signals with Simple
Fourier Transforms},
journal = {CoRR},
volume = {abs/1812.08723},
year = {2018},
url = {http://arxiv.org/abs/1812.08723},
eprinttype = {arXiv},
eprint = {1812.08723},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenAS17,
author = {Jie Chen and
Haim Avron and
Vikas Sindhwani},
title = {Hierarchically Compositional Kernels for Scalable Nonparametric Learning},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {66:1--66:42},
year = {2017},
url = {https://jmlr.org/papers/v18/15-376.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/AvronCW17,
author = {Haim Avron and
Kenneth L. Clarkson and
David P. Woodruff},
title = {Faster Kernel Ridge Regression Using Sketching and Preconditioning},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {4},
pages = {1116--1138},
year = {2017},
url = {https://doi.org/10.1137/16M1105396},
doi = {10.1137/16M1105396},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/AvronCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/HanMAS17,
author = {Insu Han and
Dmitry Malioutov and
Haim Avron and
Jinwoo Shin},
title = {Approximating Spectral Sums of Large-Scale Matrices using Stochastic
Chebyshev Approximations},
journal = {{SIAM} J. Sci. Comput.},
volume = {39},
number = {4},
year = {2017},
url = {https://doi.org/10.1137/16M1078148},
doi = {10.1137/16M1078148},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/HanMAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/AvronCW17,
author = {Haim Avron and
Kenneth L. Clarkson and
David P. Woodruff},
editor = {Klaus Jansen and
Jos{\'{e}} D. P. Rolim and
David Williamson and
Santosh S. Vempala},
title = {Sharper Bounds for Regularized Data Fitting},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, {APPROX/RANDOM} 2017, August 16-18, 2017, Berkeley,
CA, {USA}},
series = {LIPIcs},
volume = {81},
pages = {27:1--27:22},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2017.27},
doi = {10.4230/LIPICS.APPROX-RANDOM.2017.27},
timestamp = {Tue, 21 Sep 2021 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/approx/AvronCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronKMMVZ17,
author = {Haim Avron and
Michael Kapralov and
Cameron Musco and
Christopher Musco and
Ameya Velingker and
Amir Zandieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Random Fourier Features for Kernel Ridge Regression: Approximation
Bounds and Statistical Guarantees},
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 = {253--262},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/avron17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AvronKMMVZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AvronSYM16,
author = {Haim Avron and
Vikas Sindhwani and
Jiyan Yang and
Michael W. Mahoney},
title = {Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {120:1--120:38},
year = {2016},
url = {https://jmlr.org/papers/v17/14-538.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AvronSYM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/AvronS16,
author = {Haim Avron and
Vikas Sindhwani},
title = {High-Performance Kernel Machines With Implicit Distributed Optimization
and Randomization},
journal = {Technometrics},
volume = {58},
number = {3},
pages = {341--349},
year = {2016},
url = {https://doi.org/10.1080/00401706.2015.1111261},
doi = {10.1080/00401706.2015.1111261},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/AvronS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanMAS16,
author = {Insu Han and
Dmitry Malioutov and
Haim Avron and
Jinwoo Shin},
title = {Approximating the Spectral Sums of Large-scale Matrices using Chebyshev
Approximations},
journal = {CoRR},
volume = {abs/1606.00942},
year = {2016},
url = {http://arxiv.org/abs/1606.00942},
eprinttype = {arXiv},
eprint = {1606.00942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HanMAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenAS16,
author = {Jie Chen and
Haim Avron and
Vikas Sindhwani},
title = {Hierarchically Compositional Kernels for Scalable Nonparametric Learning},
journal = {CoRR},
volume = {abs/1608.00860},
year = {2016},
url = {http://arxiv.org/abs/1608.00860},
eprinttype = {arXiv},
eprint = {1608.00860},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AvronCW16,
author = {Haim Avron and
Kenneth L. Clarkson and
David P. Woodruff},
title = {Faster Kernel Ridge Regression Using Sketching and Preconditioning},
journal = {CoRR},
volume = {abs/1611.03220},
year = {2016},
url = {http://arxiv.org/abs/1611.03220},
eprinttype = {arXiv},
eprint = {1611.03220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AvronCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AvronCW16a,
author = {Haim Avron and
Kenneth L. Clarkson and
David P. Woodruff},
title = {Sharper Bounds for Regression and Low-Rank Approximation with Regularization},
journal = {CoRR},
volume = {abs/1611.03225},
year = {2016},
url = {http://arxiv.org/abs/1611.03225},
eprinttype = {arXiv},
eprint = {1611.03225},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AvronCW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/AvronDG15,
author = {Haim Avron and
Alex Druinsky and
Anshul Gupta},
title = {Revisiting Asynchronous Linear Solvers: Provable Convergence Rate
through Randomization},
journal = {J. {ACM}},
volume = {62},
number = {6},
pages = {51:1--51:27},
year = {2015},
url = {https://doi.org/10.1145/2814566},
doi = {10.1145/2814566},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacm/AvronDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronH15,
author = {Haim Avron and
Lior Horesh},
editor = {Francis R. Bach and
David M. Blei},
title = {Community Detection Using Time-Dependent Personalized PageRank},
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 = {1795--1803},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/avron15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/IyerAKICD15,
author = {Chander Iyer and
Haim Avron and
Georgios Kollias and
Yves Ineichen and
Christopher D. Carothers and
Petros Drineas},
editor = {Vassil Alexandrov and
Al Geist and
Jack J. Dongarra},
title = {A scalable randomized least squares solver for dense overdetermined
systems},
booktitle = {Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms
for Large-Scale Systems, ScalA@SC 2015, Austin, Texas, USA, November
15, 2015},
pages = {3:1--3:8},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2832080.2832083},
doi = {10.1145/2832080.2832083},
timestamp = {Mon, 10 Jul 2023 13:10:57 +0200},
biburl = {https://dblp.org/rec/conf/sc/IyerAKICD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AvronBTZ14,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
journal = {{SIAM} J. Sci. Comput.},
volume = {36},
number = {5},
year = {2014},
url = {https://doi.org/10.1137/130919222},
doi = {10.1137/130919222},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AvronBTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangSFAM14,
author = {Jiyan Yang and
Vikas Sindhwani and
Quanfu Fan and
Haim Avron and
Michael W. Mahoney},
title = {Random Laplace Feature Maps for Semigroup Kernels on Histograms},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {971--978},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.129},
doi = {10.1109/CVPR.2014.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YangSFAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuangASSR14,
author = {Po{-}Sen Huang and
Haim Avron and
Tara N. Sainath and
Vikas Sindhwani and
Bhuvana Ramabhadran},
title = {Kernel methods match Deep Neural Networks on {TIMIT}},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {205--209},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853587},
doi = {10.1109/ICASSP.2014.6853587},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuangASSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangSAM14,
author = {Jiyan Yang and
Vikas Sindhwani and
Haim Avron and
Michael W. Mahoney},
title = {Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels},
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 = {485--493},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yangb14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangSAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/AvronDG14,
author = {Haim Avron and
Alex Druinsky and
Anshul Gupta},
title = {Revisiting Asynchronous Linear Solvers: Provable Convergence Rate
through Randomization},
booktitle = {2014 {IEEE} 28th International Parallel and Distributed Processing
Symposium, Phoenix, AZ, USA, May 19-23, 2014},
pages = {198--207},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IPDPS.2014.31},
doi = {10.1109/IPDPS.2014.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/AvronDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AvronNW14,
author = {Haim Avron and
Huy L. Nguyen and
David P. Woodruff},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Subspace Embeddings for the Polynomial Kernel},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2258--2266},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/b571ecea16a9824023ee1af16897a582-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AvronNW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SindhwaniA14,
author = {Vikas Sindhwani and
Haim Avron},
title = {High-performance Kernel Machines with Implicit Distributed Optimization
and Randomization},
journal = {CoRR},
volume = {abs/1409.0940},
year = {2014},
url = {http://arxiv.org/abs/1409.0940},
eprinttype = {arXiv},
eprint = {1409.0940},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SindhwaniA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangSAM14,
author = {Jiyan Yang and
Vikas Sindhwani and
Haim Avron and
Michael W. Mahoney},
title = {Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels},
journal = {CoRR},
volume = {abs/1412.8293},
year = {2014},
url = {http://arxiv.org/abs/1412.8293},
eprinttype = {arXiv},
eprint = {1412.8293},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangSAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/AvronGT13,
author = {Haim Avron and
Anshul Gupta and
Sivan Toledo},
title = {Solving Hermitian positive definite systems using indefinite incomplete
factorizations},
journal = {J. Comput. Appl. Math.},
volume = {243},
pages = {126--138},
year = {2013},
url = {https://doi.org/10.1016/j.cam.2012.11.011},
doi = {10.1016/J.CAM.2012.11.011},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/AvronGT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/AvronB13,
author = {Haim Avron and
Christos Boutsidis},
title = {Faster Subset Selection for Matrices and Applications},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {34},
number = {4},
pages = {1464--1499},
year = {2013},
url = {https://doi.org/10.1137/120867287},
doi = {10.1137/120867287},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/AvronB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronBTZ13,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {347--355},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/avron13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronBTZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AvronSW13,
author = {Haim Avron and
Vikas Sindhwani and
David P. Woodruff},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Sketching Structured Matrices for Faster Nonlinear Regression},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2994--3002},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/9683cc5f89562ea48e72bb321d9f03fb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AvronSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-1107,
author = {Haim Avron and
Alex Druinsky and
Sivan Toledo},
title = {Reliable Iterative Condition-Number Estimation},
journal = {CoRR},
volume = {abs/1301.1107},
year = {2013},
url = {http://arxiv.org/abs/1301.1107},
eprinttype = {arXiv},
eprint = {1301.1107},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-1107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-6475,
author = {Haim Avron and
Alex Druinsky and
Anshul Gupta},
title = {A Randomized Asynchronous Linear Solver with Provable Convergence
Rate},
journal = {CoRR},
volume = {abs/1304.6475},
year = {2013},
url = {http://arxiv.org/abs/1304.6475},
eprinttype = {arXiv},
eprint = {1304.6475},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-6475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronKKS12,
author = {Haim Avron and
Satyen Kale and
Shiva Prasad Kasiviswanathan and
Vikas Sindhwani},
title = {Efficient and Practical Stochastic Subgradient Descent for Nuclear
Norm Regularization},
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/617.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AvronG12,
author = {Haim Avron and
Anshul Gupta},
editor = {Jeffrey K. Hollingsworth},
title = {Managing data-movement for effective shared-memory parallelization
of out-of-core sparse solvers},
booktitle = {{SC} Conference on High Performance Computing Networking, Storage
and Analysis, {SC} '12, Salt Lake City, UT, {USA} - November 11 -
15, 2012},
pages = {102},
publisher = {{IEEE/ACM}},
year = {2012},
url = {https://doi.org/10.1109/SC.2012.74},
doi = {10.1109/SC.2012.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/AvronG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-0127,
author = {Haim Avron and
Christos Boutsidis},
title = {Faster Subset Selection for Matrices and Applications},
journal = {CoRR},
volume = {abs/1201.0127},
year = {2012},
url = {http://arxiv.org/abs/1201.0127},
eprinttype = {arXiv},
eprint = {1201.0127},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-0127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-2185,
author = {Haim Avron and
Christos Boutsidis and
Sivan Toledo and
Anastasios Zouzias},
title = {Efficient Dimensionality Reduction for Canonical Correlation Analysis},
journal = {CoRR},
volume = {abs/1209.2185},
year = {2012},
url = {http://arxiv.org/abs/1209.2185},
eprinttype = {arXiv},
eprint = {1209.2185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-2185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/AvronT11,
author = {Haim Avron and
Sivan Toledo},
title = {Randomized algorithms for estimating the trace of an implicit symmetric
positive semi-definite matrix},
journal = {J. {ACM}},
volume = {58},
number = {2},
pages = {8:1--8:34},
year = {2011},
url = {https://doi.org/10.1145/1944345.1944349},
doi = {10.1145/1944345.1944349},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacm/AvronT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4437,
author = {Haim Avron and
Sivan Toledo},
title = {Effective Stiffness: Generalizing Effective Resistance Sampling to
Finite Element Matrices},
journal = {CoRR},
volume = {abs/1110.4437},
year = {2011},
url = {http://arxiv.org/abs/1110.4437},
eprinttype = {arXiv},
eprint = {1110.4437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-4437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/il/Avron10,
author = {Haim Avron},
title = {Advanced algorithmic techniques in numerical linear algebra: hybridization
and randomization},
school = {Tel Aviv University, Israel},
year = {2010},
url = {https://tau.primo.exlibrisgroup.com/permalink/972TAU\_INST/bai57q/alma990022869740204146},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/il/Avron10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AvronMT10,
author = {Haim Avron and
Petar Maymounkov and
Sivan Toledo},
title = {Blendenpik: Supercharging LAPACK's Least-Squares Solver},
journal = {{SIAM} J. Sci. Comput.},
volume = {32},
number = {3},
pages = {1217--1236},
year = {2010},
url = {https://doi.org/10.1137/090767911},
doi = {10.1137/090767911},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AvronMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/AvronSGC10,
author = {Haim Avron and
Andrei Sharf and
Chen Greif and
Daniel Cohen{-}Or},
title = {\emph{l}\({}_{\mbox{1}}\)-Sparse reconstruction of sharp point set
surfaces},
journal = {{ACM} Trans. Graph.},
volume = {29},
number = {5},
pages = {135:1--135:12},
year = {2010},
url = {https://doi.org/10.1145/1857907.1857911},
doi = {10.1145/1857907.1857911},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/AvronSGC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/AvronNT09,
author = {Haim Avron and
Esmond Ng and
Sivan Toledo},
title = {Using Perturbed {QR} Factorizations to Solve Linear Least-Squares
Problems},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {31},
number = {2},
pages = {674--693},
year = {2009},
url = {https://doi.org/10.1137/070698725},
doi = {10.1137/070698725},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/AvronNT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/AvronCST09,
author = {Haim Avron and
Doron Chen and
Gil Shklarski and
Sivan Toledo},
title = {Combinatorial Preconditioners for Scalar Elliptic Finite-Element Problems},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {31},
number = {2},
pages = {694--720},
year = {2009},
url = {https://doi.org/10.1137/060675940},
doi = {10.1137/060675940},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/AvronCST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KambadurGGAL09,
author = {Prabhanjan Kambadur and
Anshul Gupta and
Amol Ghoting and
Haim Avron and
Andrew Lumsdaine},
title = {PFunc: modern task parallelism for modern high performance computing},
booktitle = {Proceedings of the {ACM/IEEE} Conference on High Performance Computing,
{SC} 2009, November 14-20, 2009, Portland, Oregon, {USA}},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654059.1654103},
doi = {10.1145/1654059.1654103},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/KambadurGGAL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0911-0547,
author = {Haim Avron and
Gil Shklarski and
Sivan Toledo},
title = {On Element {SDD} Approximability},
journal = {CoRR},
volume = {abs/0911.0547},
year = {2009},
url = {http://arxiv.org/abs/0911.0547},
eprinttype = {arXiv},
eprint = {0911.0547},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-0547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/AvronST08,
author = {Haim Avron and
Gil Shklarski and
Sivan Toledo},
title = {Parallel unsymmetric-pattern multifrontal sparse {LU} with column
preordering},
journal = {{ACM} Trans. Math. Softw.},
volume = {34},
number = {2},
pages = {8:1--8:31},
year = {2008},
url = {https://doi.org/10.1145/1326548.1326550},
doi = {10.1145/1326548.1326550},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toms/AvronST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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 2024-09-13 01:41 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:
