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Talk
Mon Aug 07 04:15 PM -- 04:33 PM (KST) @ C4.4
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use
Vatsal Sharan · Gregory Valiant
[ PDF [ ss Summary/Notes [ Video
Talk
Mon Aug 07 04:33 PM -- 04:51 PM (KST) @ C4.4
Tensor Decomposition via Simultaneous Power Iteration
Poan Wang · Chi-Jen Lu
[ PDF [ ss Summary/Notes [ Video
Talk
Mon Aug 07 04:51 PM -- 05:09 PM (KST) @ C4.4
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery
Lingxiao Wang · Xiao Zhang · Quanquan Gu
[ PDF [ ss Summary/Notes [ Video
Talk
Mon Aug 07 05:09 PM -- 05:27 PM (KST) @ C4.4
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation
David Anderson · Ming Gu
[ PDF [ ss Summary/Notes [ Video
Talk
Mon Aug 07 05:27 PM -- 05:45 PM (KST) @ C4.4
Algorithms for $\ell_p$ Low-Rank Approximation
Flavio Chierichetti · Sreenivas Gollapudi · Ravi Kumar · Silvio Lattanzi · Rina Panigrahy · David Woodruff
[ PDF [ ss Summary/Notes [ Video