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Talk
Mon Aug 07 12:15 AM -- 12:33 AM (PDT) @ C4.4
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use
In Matrix factorization 3
Vatsal Sharan · Gregory Valiant
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 12:33 AM -- 12:51 AM (PDT) @ C4.4
Tensor Decomposition via Simultaneous Power Iteration
In Matrix factorization 3
Poan Wang · Chi-Jen Lu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 12:51 AM -- 01:09 AM (PDT) @ C4.4
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery
In Matrix factorization 3
Lingxiao Wang · Xiao Zhang · Quanquan Gu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 01:09 AM -- 01:27 AM (PDT) @ C4.4
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation
In Matrix factorization 3
David Anderson · Ming Gu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 01:27 AM -- 01:45 AM (PDT) @ C4.4
Algorithms for $\ell_p$ Low-Rank Approximation
In Matrix factorization 3
Flavio Chierichetti · Sreenivas Gollapudi · Ravi Kumar · Silvio Lattanzi · Rina Panigrahy · David Woodruff
[ PDF]  [ ss Summary/Notes]  [ Video]