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Talk
Tue Aug 08 08:30 PM -- 08:48 PM (PDT) @ C4.4
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data
In Robust Estimation
Xixian Chen · Michael Lyu · Irwin King
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 08:48 PM -- 09:06 PM (PDT) @ C4.4
Robust Gaussian Graphical Model Estimation with Arbitrary Corruption
In Robust Estimation
Lingxiao Wang · Quanquan Gu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:06 PM -- 09:24 PM (PDT) @ C4.4
Algebraic Variety Models for High-Rank Matrix Completion
In Robust Estimation
Greg Ongie · Laura Balzano · Rebecca Willett · Robert Nowak
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:24 PM -- 09:42 PM (PDT) @ C4.4
High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm
In Robust Estimation
Rongda Zhu · Lingxiao Wang · Chengxiang Zhai · Quanquan Gu
[ PDF]  [ ss Summary/Notes]  [ Video]