Follow
David Woodruff
David Woodruff
Professor of Computer Science, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Sketching as a tool for numerical linear algebra
DP Woodruff
Foundations and Trends® in Theoretical Computer Science 10 (1–2), 1-157, 2014
9742014
Low-rank approximation and regression in input sparsity time
KL Clarkson, DP Woodruff
Journal of the ACM (JACM) 63 (6), 1-45, 2017
7182017
Fast approximation of matrix coherence and statistical leverage
P Drineas, M Magdon-Ismail, MW Mahoney, DP Woodruff
The Journal of Machine Learning Research 13 (1), 3475-3506, 2012
5122012
Numerical linear algebra in the streaming model
KL Clarkson, DP Woodruff
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
3762009
An optimal algorithm for the distinct elements problem
DM Kane, J Nelson, DP Woodruff
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on …, 2010
3562010
Optimal approximations of the frequency moments of data streams
P Indyk, D Woodruff
Proceedings of the thirty-seventh annual ACM symposium on Theory of …, 2005
2802005
Lower bounds for sparse recovery
KD Ba, P Indyk, E Price, DP Woodruff
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
2022010
Optimal space lower bounds for all frequency moments
DP Woodruff
SODA 4, 167-175, 2004
1962004
On the exact space complexity of sketching and streaming small norms
DM Kane, J Nelson, DP Woodruff
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
1682010
Optimal CUR matrix decompositions
C Boutsidis, DP Woodruff
Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014
1652014
Tight lower bounds for the distinct elements problem
P Indyk, D Woodruff
44th Annual IEEE Symposium on Foundations of Computer Science, 2003 …, 2003
1602003
Communication lower bounds for statistical estimation problems via a distributed data processing inequality
M Braverman, A Garg, T Ma, HL Nguyen, DP Woodruff
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
1542016
Frequent directions: Simple and deterministic matrix sketching
M Ghashami, E Liberty, JM Phillips, DP Woodruff
SIAM Journal on Computing 45 (5), 1762-1792, 2016
1462016
Improved distributed principal component analysis
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff
Advances in neural information processing systems 27, 2014
1452014
Sublinear optimization for machine learning
KL Clarkson, E Hazan, DP Woodruff
Journal of the ACM (JACM) 59 (5), 1-49, 2012
1382012
Optimal approximate matrix product in terms of stable rank
MB Cohen, J Nelson, DP Woodruff
arXiv preprint arXiv:1507.02268, 2015
1322015
1-Pass Relative-Error Lp-Sampling with Applications
M Monemizadeh, DP Woodruff
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
1312010
Optimal principal component analysis in distributed and streaming models
C Boutsidis, DP Woodruff, P Zhong
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
127*2016
Optimal bounds for Johnson-Lindenstrauss transforms and streaming problems with subconstant error
TS Jayram, DP Woodruff
ACM Transactions on Algorithms (TALG) 9 (3), 1-17, 2013
1262013
Polylogarithmic private approximations and efficient matching
P Indyk, D Woodruff
Theory of Cryptography: Third Theory of Cryptography Conference, TCC 2006 …, 2006
1202006
The system can't perform the operation now. Try again later.
Articles 1–20