Conference Embeddings of schatten norms with applications to data streams 2017 • Leibniz International Proceedings in Informatics • 80: Li Y, Woodruff DP
Conference Fast regression with an ℓ<inf>∞</inf> guarantee 2017 • Leibniz International Proceedings in Informatics • 80: Price E, Song Z, Woodruff DP
Journal Article Faster Kernel Ridge Regression Using Sketching and Preconditioning 2017 • SIAM Journal on Matrix Analysis and Applications • 38(4):1116-1138 Avron H, Clarkson KL, Woodruff DP
Conference Is input sparsity time possible for kernel low-rank approximation? 2017 • Advances in Neural Information Processing Systems • 2017-December:4436-4446 Musco C, Woodruff DP
Preprint Is Input Sparsity Time Possible for Kernel Low-Rank Approximation? 2017 Musco C, Woodruff DP
Conference Low rank approximation with entrywise l 1 -norm error 2017 • Annual ACM Symposium on Theory of Computing • 688-701 Song Z, Woodruff DP, Zhong P
Journal Article Low-Rank Approximation and Regression in Input Sparsity Time 2017 • Journal of the ACM • 63(6):1-45 Clarkson KL, Woodruff DP
Preprint Matrix Completion and Related Problems via Strong Duality 2017 Balcan M-F, Liang Y, Woodruff DP, Zhang H
Conference Near optimal sketching of low-rank tensor regression 2017 • Advances in Neural Information Processing Systems • 2017-December:3467-3477 Haupt J, Li X, Woodruff DP
Journal Article Optimal CUR Matrix Decompositions 2017 • SIAM journal on computing (Print) • 46(2):543-589 Boutsidis C, Woodruff DP
Conference Optimal Lower Bounds for Universal Relation, and for Samplers and Finding Duplicates in Streams 2017 • Annual Symposium on Foundations of Computer Science • 475-486 Kapralov M, Nelson J, Pachocki J, Wang Z, Woodruff DP, Yahyazadeh M
Preprint Optimal lower bounds for universal relation, and for samplers and finding duplicates in streams 2017 Kapralov M, Nelson J, Pachocki J, Wang Z, Woodruff DP, Yahyazadeh M
Preprint Robust Communication-Optimal Distributed Clustering Algorithms 2017 Awasthi P, Bakshi A, Balcan M-F, White C, Woodruff D
Conference Sharper bounds for regularized data fitting 2017 • Leibniz International Proceedings in Informatics • 81: Avron H, Clarkson KL, Woodruff DP
Conference Sketching for geometric problems 2017 • Leibniz International Proceedings in Informatics • 87: Woodruff DP
Preprint Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms and Hardness 2017 Musco C, Netrapalli P, Sidford A, Ubaru S, Woodruff DP
Conference Sublinear Time Low-Rank Approximation of Positive Semidefinite Matrices 2017 • Annual Symposium on Foundations of Computer Science • 672-683 Musco C, Woodruff DP
Preprint Sublinear Time Low-Rank Approximation of Positive Semidefinite Matrices 2017 Musco C, Woodruff DP
Journal Article When distributed computation is communication expensive 2017 • Distributed Computing • 30(5):309-323 Woodruff DP, Zhang Q
Conference An Optimal Algorithm for l1-Heavy Hitters in Insertion Streams and Related Problems 2016 • Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems • 385-400 Bhattacharyya A, Dey P, Woodruff DP
Conference Beating CountSketch for heavy hitters in insertion streams 2016 • Annual ACM Symposium on Theory of Computing • 740-753 Braverman V, Chestnut SR, Ivkin N, Woodruff DP
Preprint BPTree: an $\ell_2$ heavy hitters algorithm using constant memory 2016 Braverman V, Chestnut SR, Ivkin N, Nelson J, Wang Z, Woodruff DP
Journal Article Certifying Equality With Limited Interaction 2016 • Algorithmica • 76(3):796-845 Brody J, Chakrabarti A, Kondapally R, Woodruff DP, Yaroslavtsev G
Journal Article Communication Efficient Distributed Kernel Principal Component Analysis 2016 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 725-734 Balcan M-F, Liang Y, Song L, Woodruff D, Xie B
