Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
A unified framework for approximating and clustering data
- Dan Feldman, M. Langberg
- Computer Science, Mathematics
- STOC '11
- 6 June 2011
TLDR
Turning big data into tiny data: Constant-size coresets for k-means, PCA and projective clustering
- Dan Feldman, M. Schmidt, C. Sohler
- Computer Science, Mathematics
- SODA
- 6 January 2013
TLDR
A PTAS for k-means clustering based on weak coresets
- Dan Feldman, M. Monemizadeh, C. Sohler
- Mathematics, Computer Science
- SCG '07
- 6 June 2007
TLDR
New Frameworks for Offline and Streaming Coreset Constructions
- Vladimir Braverman, Dan Feldman, Harry Lang
- Mathematics, Computer Science
- ArXiv
- 2 December 2016
TLDR
Scalable Training of Mixture Models via Coresets
- Dan Feldman, Matthew Faulkner, Andreas Krause
- Computer Science, Mathematics
- NIPS
- 12 December 2011
TLDR
Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds
- Cenk Baykal, Lucas Liebenwein, Igor Gilitschenski, Dan Feldman, D. Rus
- Computer Science, Mathematics
- ICLR
- 15 April 2018
TLDR
Private coresets
- Dan Feldman, A. Fiat, Haim Kaplan, Kobbi Nissim
- Computer Science
- STOC '09
- 31 May 2009
TLDR
Coresets forWeighted Facilities and Their Applications
- Dan Feldman, A. Fiat, M. Sharir
- Mathematics, Computer Science
- 47th Annual IEEE Symposium on Foundations of…
- 21 October 2006
TLDR
Training Gaussian Mixture Models at Scale via Coresets
- Mario Lucic, Matthew Faulkner, Andreas Krause, Dan Feldman
- Computer Science, Mathematics
- J. Mach. Learn. Res.
- 23 March 2017
TLDR
Dimensionality Reduction of Massive Sparse Datasets Using Coresets
- Dan Feldman, M. Volkov, D. Rus
- Computer Science, Mathematics
- NIPS
- 5 March 2015
TLDR
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