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Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #244
How degenerate is the parametrization of neural networks with the ReLU activation function?
In Theory -- Regularization
Dennis Maximilian Elbrächter · Julius Berner · Philipp Grohs
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #245
Implicit Regularization in Deep Matrix Factorization
In Theory -- Regularization
Sanjeev Arora · Nadav Cohen · Wei Hu · Yuping Luo
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #246
The Impact of Regularization on High-dimensional Logistic Regression
In Theory -- Regularization
Fariborz Salehi · Ehsan Abbasi · Babak Hassibi
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #247
The Implicit Bias of AdaGrad on Separable Data
In Theory -- Regularization
Qian Qian · Xiaoyuan Qian
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #248
Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence
In Theory -- Regularization
Aditya Sharad Golatkar · Alessandro Achille · Stefano Soatto
[ Paper]  [ Poster]