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
4322020
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
3142011
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
1942007
Scalable Training of Mixture Models via Coresets.
D Feldman, M Faulkner, A Krause
NIPS, 2142-2150, 2011
1242011
Private coresets
D Feldman, A Fiat, H Kaplan, K Nissim
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
1072009
StatView II: the solution for data analysis and presentation graphics
DS Feldman Jr, J Gagnon, R Hofman, J Simpson
Abacus Concepts, Berkeley, 1987
1011987
The solution for data analysis and presentation graphics
D Feldman, J Ganon, R Haffman, J Simpson
Abacus Lancripts, Inc., Berkeley, USA, 2003
902003
New frameworks for offline and streaming coreset constructions
V Braverman, D Feldman, H Lang, A Statman, S Zhou
arXiv preprint arXiv:1612.00889, 2016
852016
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
812010
Trajectory clustering for motion prediction
C Sung, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
722012
Statview SE+ graphics
D Feldman, J Gagnon, R Hofmann, J Simpson
Abacus Concepts, Inc., Berkeley, California, 1988
711988
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
592017
Data reduction for weighted and outlier-resistant clustering
D Feldman, LJ Schulman
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
582012
Dimensionality reduction of massive sparse datasets using coresets
D Feldman, M Volkov, D Rus
Advances in Neural Information Processing Systems 29, 2766-2774, 2016
512016
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
512006
idiary: From gps signals to a text-searchable diary
D Feldman, C Sung, A Sugaya, D Rus
ACM Transactions on Sensor Networks (TOSN) 11 (4), 1-41, 2015
392015
Coresets for k-segmentation of streaming data
G Rosman, M Volkov, D Feldman, JW Fisher III, D Rus
Neural Information Processing Systems Foundation, 2014
392014
Smallest enclosing ball for probabilistic data
A Munteanu, C Sohler, D Feldman
Proceedings of the thirtieth annual symposium on Computational geometry, 214-223, 2014
372014
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
352018
An effective coreset compression algorithm for large scale sensor networks
D Feldman, A Sugaya, D Rus
2012 ACM/IEEE 11th International Conference on Information Processing in …, 2012
352012
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