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Oral
Thu Jul 12th 11:00 -- 11:20 AM @ K11
Probabilistic Boolean Tensor Decomposition
Tammo Rukat · Christopher Holmes · Christopher Yau
Oral
Thu Jul 12th 11:20 -- 11:30 AM @ K11
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery
Xiao Zhang · Lingxiao Wang · Yaodong Yu · Quanquan Gu
Oral
Thu Jul 12th 11:30 -- 11:40 AM @ K11
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
Cong Ma · Kaizheng Wang · Yuejie Chi · Yuxin Chen
Oral
Thu Jul 12th 11:40 -- 11:50 AM @ K11
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach
Ariel Jaffe · Roi Weiss · Boaz Nadler · Shai Carmi · Yuval Kluger
Oral
Thu Jul 12th 11:50 AM -- 12:00 PM @ K11
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
Louis Filstroff · Alberto Lumbreras · Cedric Fevotte