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Dan Feldman
Dan Feldman
University of Haifa
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
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
6422020
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
4952011
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
2262007
Provable filter pruning for efficient neural networks
L Liebenwein, C Baykal, H Lang, D Feldman, D Rus
arXiv preprint arXiv:1911.07412, 2019
1772019
Scalable training of mixture models via coresets
D Feldman, M Faulkner, A Krause
Advances in neural information processing systems 24, 2011
1752011
New frameworks for offline and streaming coreset constructions
V Braverman, D Feldman, H Lang, A Statman, S Zhou
arXiv preprint arXiv:1612.00889, 2016
1652016
Private coresets
D Feldman, A Fiat, H Kaplan, K Nissim
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
1592009
The solution for data analysis and presentation graphics
D Feldman, J Ganon, R Haffman, J Simpson
Abacus Lancripts, Inc., Berkeley, USA, 2003
1562003
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
1322018
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
1172010
Core-sets: Updated survey
D Feldman
Sampling techniques for supervised or unsupervised tasks, 23-44, 2020
992020
StatView II: the solution for data analysis and presentation graphics
DS Feldman Jr, J Gagnon, R Hofmann, J Simpson
Abacus Concepts, Berkeley, 1987
961987
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
912018
Data reduction for weighted and outlier-resistant clustering
D Feldman, LJ Schulman
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
832012
StatView 512Ê: The Interactive Statistics & Graphics Package
D Feldman, J Gagnon
BrainPower, Incorporated, 1988
821988
Trajectory clustering for motion prediction
C Sung, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
812012
Dimensionality reduction of massive sparse datasets using coresets
D Feldman, M Volkov, D Rus
Advances in neural information processing systems 29, 2016
702016
Fast and accurate least-mean-squares solvers
A Maalouf, I Jubran, D Feldman
Advances in Neural Information Processing Systems 32, 2019
692019
Data-independent neural pruning via coresets
B Mussay, M Osadchy, V Braverman, S Zhou, D Feldman
arXiv preprint arXiv:1907.04018, 2019
632019
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
622017
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Articles 1–20