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Dan Feldman
Dan Feldman
University of Haifa
csail.mit.edu의 이메일 확인됨 - 홈페이지
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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
5962020
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
4532011
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
2222007
Scalable training of mixture models via coresets
D Feldman, M Faulkner, A Krause
Advances in neural information processing systems 24, 2011
1652011
New frameworks for offline and streaming coreset constructions
V Braverman, D Feldman, H Lang, A Statman, S Zhou
arXiv preprint arXiv:1612.00889, 2016
1532016
Provable filter pruning for efficient neural networks
L Liebenwein, C Baykal, H Lang, D Feldman, D Rus
arXiv preprint arXiv:1911.07412, 2019
1512019
Private coresets
D Feldman, A Fiat, H Kaplan, K Nissim
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
1472009
The solution for data analysis and presentation graphics
D Feldman, J Ganon, R Haffman, J Simpson
Abacus Lancripts, Inc., Berkeley, USA, 2003
1342003
Training gaussian mixture models at scale via coresets
M Lucic, M Faulkner, A Krause, D Feldman
The Journal of Machine Learning Research 18 (1), 5885-5909, 2017
1212017
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
1122010
StatView II: the solution for data analysis and presentation graphics
DS Feldman Jr, J Gagnon, R Hofmann, J Simpson
Abacus Concepts, Berkeley, 1987
961987
Core-sets: Updated survey
D Feldman
Sampling techniques for supervised or unsupervised tasks, 23-44, 2020
872020
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
862018
Data reduction for weighted and outlier-resistant clustering
D Feldman, LJ Schulman
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
802012
StatView 512Ê: The Interactive Statistics & Graphics Package
D Feldman, J Gagnon
BrainPower, Incorporated, 1988
781988
Trajectory clustering for motion prediction
C Sung, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
772012
Dimensionality reduction of massive sparse datasets using coresets
D Feldman, M Volkov, D Rus
Advances in neural information processing systems 29, 2016
672016
Fast and accurate least-mean-squares solvers
A Maalouf, I Jubran, D Feldman
Advances in Neural Information Processing Systems 32, 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
572017
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
572006
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