David Woodruff
David Woodruff
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
Sketching as a tool for numerical linear algebra
DP Woodruff
Foundations and Trends® in Theoretical Computer Science 10 (1–2), 1-157, 2014
4762014
Low-rank approximation and regression in input sparsity time
KL Clarkson, DP Woodruff
Journal of the ACM (JACM) 63 (6), 54, 2017
4072017
Fast approximation of matrix coherence and statistical leverage
P Drineas, M Magdon-Ismail, MW Mahoney, DP Woodruff
Journal of Machine Learning Research 13 (Dec), 3475-3506, 2012
3062012
Numerical linear algebra in the streaming model
KL Clarkson, DP Woodruff
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
2632009
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
2472010
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
2362005
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
1702010
Optimal space lower bounds for all frequency moments
D Woodruff
Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete …, 2004
1612004
Tight lower bounds for the distinct elements problem
P Indyk, D Woodruff
44th Annual IEEE Symposium on Foundations of Computer Science, 2003 …, 2003
1242003
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
1172010
Transitive-closure spanners
A Bhattacharyya, E Grigorescu, K Jung, S Raskhodnikova, DP Woodruff
SIAM Journal on Computing 41 (6), 1380-1425, 2012
1002012
1-pass relative-error L p-sampling with applications
M Monemizadeh, DP Woodruff
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
982010
Polylogarithmic private approximations and efficient matching
P Indyk, D Woodruff
Theory of Cryptography Conference, 245-264, 2006
952006
Optimal CUR matrix decompositions
C Boutsidis, DP Woodruff
SIAM Journal on Computing 46 (2), 543-589, 2017
932017
Improved distributed principal component analysis
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff
Advances in Neural Information Processing Systems, 3113-3121, 2014
922014
Tight bounds for distributed functional monitoring
DP Woodruff, Q Zhang
Proceedings of the forty-fourth annual ACM symposium on Theory of computing …, 2012
922012
Optimal bounds for Johnson-Lindenstrauss transforms and streaming problems with subconstant error
TS Jayram, DP Woodruff
ACM Transactions on Algorithms (TALG) 9 (3), 26, 2013
872013
Sublinear optimization for machine learning
KL Clarkson, E Hazan, DP Woodruff
Journal of the ACM (JACM) 59 (5), 23, 2012
862012
A geometric approach to information-theoretic private information retrieval
D Woodruff, S Yekhanin
20th Annual IEEE Conference on Computational Complexity (CCC'05), 275-284, 2005
852005
Frequent directions: Simple and deterministic matrix sketching
M Ghashami, E Liberty, JM Phillips, DP Woodruff
SIAM Journal on Computing 45 (5), 1762-1792, 2016
802016
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Articles 1–20