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Talk
Sun Aug 06 10:30 PM -- 10:48 PM (PDT) @ C4.4
Nearly Optimal Robust Matrix Completion
In Matrix factorization 2
Yeshwanth Cherapanamjeri · Prateek Jain · Kartik Gupta
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 10:48 PM -- 11:06 PM (PDT) @ C4.4
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations
In Matrix factorization 2
Yuanzhi Li · Yingyu Liang
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 11:06 PM -- 11:24 PM (PDT) @ C4.4
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
In Matrix factorization 2
Rong Ge · Chi Jin · Yi Zheng
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 11:24 PM -- 11:42 PM (PDT) @ C4.4
Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery
In Matrix factorization 2
Mostafa Rahmani · George Atia
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 11:42 PM -- 12:00 AM (PDT) @ C4.4
Tensor Decomposition with Smoothness
In Matrix factorization 2
Masaaki Imaizumi · Kohei Hayashi
[ PDF]  [ ss Summary/Notes]  [ Video]