Conference Low rank approximation lower bounds in row-update streams 2014 • Advances in Neural Information Processing Systems • 2(January):1781-1789 Woodruff DP
Journal Article On deterministic sketching and streaming for sparse recovery and norm estimation 2014 • Linear Algebra and Its Applications • 441:152-167 Nelson J, Nguyễn HL, Woodruff DP
Conference On sketching matrix norms and the top singular vector 2014 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 1562-1581 Li Y, Nguyên HL, Woodruff DP
Conference On the communication complexity of linear algebraic problems in the message passing model 2014 • Lecture Notes in Computer Science • 8784:499-513 Li Y, Sun X, Wang C, Woodruff DP
Conference Optimal CUR matrix decompositions 2014 • Annual ACM Symposium on Theory of Computing • 353-362 Boutsidis C, Woodruff DP
Conference Principal component analysis and higher correlations for distributed data 2014 • Journal of machine learning research • 35:1040-1057 Kannan R, Vempala SS, Woodruff DP
Journal Article Sketching as a tool for numerical linear algebra 2014 • Foundations and Trends in Theoretical Computer Science • 10(1-2):1-157 Woodruff DP
Conference Spanners and sparsifiers in dynamic streams 2014 • Proceedings of the Annual ACM Symposium on Principles of Distributed Computing • 272-281 Kapralov M, Woodruff DR
Journal Article Steiner transitive-closure spanners of low-dimensional posets 2014 • Combinatorica • 34(3):255-277 Berman P, Bhattacharyya A, Grigorescu E, Raskhodnikova S, Woodruff DP, Yaroslavtsev G
Conference Subspace embeddings for the polynomial kernel 2014 • Advances in Neural Information Processing Systems • 3(January):2258-2266 Avron H, Nguyên HL, Woodruff DP
Conference Turnstile streaming algorithms might as well be linear sketches 2014 • Annual ACM Symposium on Theory of Computing • 174-183 Li Y, Nguyễn HL, Woodruff DP
Chapter A tight lower bound for high frequency moment estimation with small error 2013 • Lecture Notes in Computer Science • 8096 LNCS:623-638 Li Y, Woodruff DP
Conference Beating the direct sum theorem in communication complexity with implications for sketching 2013 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 1738-1756 Molinaro M, Woodruff DP, Yaroslavtsev G
Conference How robust are linear sketches to adaptive inputs? 2013 • Annual ACM Symposium on Theory of Computing • 121-130 Hardt M, Woodruff DP
Conference Low rank approximation and regression in input sparsity time 2013 • Annual ACM Symposium on Theory of Computing • 81-90 Clarkson KL, Woodruff DP
Conference Lower bounds for adaptive sparse recovery 2013 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 652-663 Price E, Woodruff DP
Journal Article Multituple deletion propagation: Approximations and complexity 2013 • Proceedings of the VLDB Endowment • 6(13):1558-1569 Kimelfeld B, Vondràk J, Woodruff DP
Journal Article Optimal bounds for Johnson-Lindenstrauss transforms and streaming problems with subconstant error 2013 • ACM Transactions on Algorithms (TALG) • 9(3): Jayram TS, Woodruff DP
Conference Sketching structured matrices for faster nonlinear regression 2013 • Advances in Neural Information Processing Systems Avron H, Sindhwani V, Woodruff DP
Conference Subspace embeddings and l<inf>p</inf>-regression using exponential random variables 2013 • Journal of machine learning research • 30:546-567 Woodruff DP, Zhang Q
Conference The fast cauchy transform and faster robust linear regression 2013 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 466-477 Clarkson KL, Drineas P, Magdon-Ismail M, Mahoney MW, Meng X, Woodruff DP
Chapter When distributed computation is communication expensive 2013 • Lecture Notes in Computer Science • 8205 LNCS:16-30 Woodruff DP, Zhang Q
