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Nearly-optimal bounds for sparse recovery in generic norms, with applications to k-median sketching.

, , , and . SODA, page 318-337. SIAM, (2016)

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Optimal space lower bounds for all frequency moments.. SODA, page 167-175. SIAM, (2004)Optimal CUR Matrix Decompositions., and . SIAM J. Comput., 46 (2): 543-589 (2017)Optimal Deterministic Coresets for Ridge Regression., and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 4141-4150. PMLR, (2020)Optimal principal component analysis in distributed and streaming models., , and . STOC, page 236-249. ACM, (2016)Optimal approximations of the frequency moments of data streams., and . STOC, page 202-208. ACM, (2005)Low-Rank Approximation from Communication Complexity., , and . CoRR, (2019)Additive Spanners in Nearly Quadratic Time.. ICALP (1), volume 6198 of Lecture Notes in Computer Science, page 463-474. Springer, (2010)Optimal Random Sampling from Distributed Streams Revisited., and . DISC, volume 6950 of Lecture Notes in Computer Science, page 283-297. Springer, (2011)Dimensionality Reduction for Tukey Regression., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1262-1271. PMLR, (2019)Communication-optimal Distributed Principal Component Analysis in the Column-partition Model., and . CoRR, (2015)