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Talk
Mon Aug 7th 05:15 -- 05:33 PM @ C4.4
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use
Vatsal Sharan · Gregory Valiant
Talk
Mon Aug 7th 05:33 -- 05:51 PM @ C4.4
Tensor Decomposition via Simultaneous Power Iteration
Poan Wang · Chi-Jen Lu
Talk
Mon Aug 7th 05:51 -- 06:09 PM @ C4.4
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery
Lingxiao Wang · Xiao Zhang · Quanquan Gu
Talk
Mon Aug 7th 06:09 -- 06:27 PM @ C4.4
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation
David Anderson · Ming Gu
Talk
Mon Aug 7th 06:27 -- 06:45 PM @ C4.4
Algorithms for $\ell_p$ Low-Rank Approximation
Flavio Chierichetti · Sreenivas Gollapudi · Ravi Kumar · Silvio Lattanzi · Rina Panigrahy · David Woodruff