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Oral
Thu Jul 12 02:00 AM -- 02:20 AM (PDT) @ K11
Probabilistic Boolean Tensor Decomposition
In Matrix Factorization 1
Tammo Rukat · Christopher Holmes · Christopher Yau
[ PDF]  [ Video] 
Oral
Thu Jul 12 02:20 AM -- 02:30 AM (PDT) @ K11
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery
In Matrix Factorization 1
Xiao Zhang · Lingxiao Wang · Yaodong Yu · Quanquan Gu
[ PDF]  [ Video] 
Oral
Thu Jul 12 02:30 AM -- 02:40 AM (PDT) @ K11
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
In Matrix Factorization 1
Cong Ma · Kaizheng Wang · Yuejie Chi · Yuxin Chen
[ PDF]  [ Video] 
Oral
Thu Jul 12 02:40 AM -- 02:50 AM (PDT) @ K11
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach
In Matrix Factorization 1
Ariel Jaffe · Roi Weiss · Boaz Nadler · Shai Carmi · Yuval Kluger
[ PDF]  [ Video] 
Oral
Thu Jul 12 02:50 AM -- 03:00 AM (PDT) @ K11
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
In Matrix Factorization 1
Louis Filstroff · Alberto Lumbreras · Cedric Fevotte
[ PDF]  [ Video]