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Dan Feldman
Dan Feldman
University of Haifa
Overená e-mailová adresa na: csail.mit.edu - Domovská stránka
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Citované v
Citované v
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Turning Big Data Into Tiny Data: Constant-Size Coresets for -Means, PCA, and Projective Clustering
D Feldman, M Schmidt, C Sohler
SIAM Journal on Computing 49 (3), 601-657, 2020
6842020
A unified framework for approximating and clustering data
D Feldman, M Langberg
Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011
5332011
A PTAS for k-means clustering based on weak coresets
D Feldman, M Monemizadeh, C Sohler
Proceedings of the twenty-third annual symposium on Computational geometry …, 2007
2352007
Core-sets: Updated survey
D Feldman
Sampling techniques for supervised or unsupervised tasks, 23-44, 2020
1982020
Provable filter pruning for efficient neural networks
L Liebenwein, C Baykal, H Lang, D Feldman, D Rus
arXiv preprint arXiv:1911.07412, 2019
1932019
Scalable training of mixture models via coresets
D Feldman, M Faulkner, A Krause
Advances in neural information processing systems 24, 2011
1902011
The solution for data analysis and presentation graphics
D Feldman, J Ganon, R Haffman, J Simpson
Abacus Lancripts, Inc., Berkeley, USA, 2003
1782003
New frameworks for offline and streaming coreset constructions
V Braverman, D Feldman, H Lang, A Statman, S Zhou
arXiv preprint arXiv:1612.00889, 2016
1702016
Private coresets
D Feldman, A Fiat, H Kaplan, K Nissim
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
1692009
Statview ii
DS Feldman, J Gagnon, R Hofmann, J Simpson
Abacus Concepts, Berkeley, California 247, 1987
1611987
Training gaussian mixture models at scale via coresets
M Lucic, M Faulkner, A Krause, D Feldman
Journal of Machine Learning Research 18 (160), 1-25, 2018
1532018
Coresets and sketches for high dimensional subspace approximation problems
D Feldman, M Monemizadeh, C Sohler, DP Woodruff
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
1192010
Data-dependent coresets for compressing neural networks with applications to generalization bounds
C Baykal, L Liebenwein, I Gilitschenski, D Feldman, D Rus
arXiv preprint arXiv:1804.05345, 2018
972018
Trajectory clustering for motion prediction
C Sung, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
892012
Data reduction for weighted and outlier-resistant clustering
D Feldman, LJ Schulman
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
892012
Fast and accurate least-mean-squares solvers
A Maalouf, I Jubran, D Feldman
Advances in Neural Information Processing Systems 32, 2019
792019
Data-independent neural pruning via coresets
B Mussay, M Osadchy, V Braverman, S Zhou, D Feldman
arXiv preprint arXiv:1907.04018, 2019
702019
Dimensionality reduction of massive sparse datasets using coresets
D Feldman, M Volkov, D Rus
Advances in neural information processing systems 29, 2016
702016
Coresets for differentially private k-means clustering and applications to privacy in mobile sensor networks
D Feldman, C Xiang, R Zhu, D Rus
Proceedings of the 16th ACM/IEEE International Conference on Information …, 2017
692017
Coresets forweighted facilities and their applications
D Feldman, A Fiat, M Sharir
2006 47th annual IEEE symposium on foundations of computer science (FOCS'06 …, 2006
592006
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–20