Dan Feldman
Dan Feldman
University of Haifa
Bestätigte E-Mail-Adresse bei csail.mit.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
3522020
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
2622011
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
1742007
Scalable training of mixture models via coresets
D Feldman, M Faulkner, A Krause
Advances in neural information processing systems, 2142-2150, 2011
1122011
Private coresets
D Feldman, A Fiat, H Kaplan, K Nissim
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
982009
New frameworks for offline and streaming coreset constructions
V Braverman, D Feldman, H Lang
arXiv preprint arXiv:1612.00889, 2016
702016
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
672010
Trajectory clustering for motion prediction
C Sung, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
632012
Data reduction for weighted and outlier-resistant clustering
D Feldman, LJ Schulman
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
532012
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
492006
Dimensionality reduction of massive sparse datasets using coresets
D Feldman, M Volkov, D Rus
Advances in Neural Information Processing Systems, 2766-2774, 2016
402016
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
382015
Coresets for k-segmentation of streaming data
G Rosman, M Volkov, D Feldman, JW Fisher III, D Rus
Advances in Neural Information Processing Systems, 559-567, 2014
352014
Smallest enclosing ball for probabilistic data
A Munteanu, C Sohler, D Feldman
Proceedings of the thirtieth annual symposium on Computational geometry, 214-223, 2014
322014
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
292012
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
262017
Bi-criteria linear-time approximations for generalized k-mean/median/center
D Feldman, A Fiat, M Sharir, D Segev
Proceedings of the twenty-third annual symposium on Computational geometry …, 2007
242007
The single pixel GPS: learning big data signals from tiny coresets
D Feldman, C Sung, D Rus
Proceedings of the 20th International Conference on Advances in Geographic …, 2012
222012
Communication coverage for independently moving robots
S Gil, D Feldman, D Rus
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
222012
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
212018
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