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Oral
Thu Dec 12 10:05 AM -- 10:20 AM (PST) @ West Ballroom A + B
Exponentially convergent stochastic k-PCA without variance reduction
Cheng Tang
Spotlight
Thu Dec 12 10:20 AM -- 10:25 AM (PST) @ West Ballroom A + B
Implicit Regularization in Deep Matrix Factorization
Sanjeev Arora · Nadav Cohen · Wei Hu · Yuping Luo
Spotlight
Thu Dec 12 10:25 AM -- 10:30 AM (PST) @ West Ballroom A + B
SGD on Neural Networks Learns Functions of Increasing Complexity
Dimitris Kalimeris · Gal Kaplun · Preetum Nakkiran · Benjamin Edelman · Tristan Yang · Boaz Barak · Haofeng Zhang
Spotlight
Thu Dec 12 10:30 AM -- 10:35 AM (PST) @ West Ballroom A + B
When does label smoothing help?
Rafael Müller · Simon Kornblith · Geoffrey E Hinton
Spotlight
Thu Dec 12 10:35 AM -- 10:40 AM (PST) @ West Ballroom A + B
Splitting Steepest Descent for Growing Neural Architectures
Lemeng Wu · Dilin Wang · Qiang Liu
Spotlight
Thu Dec 12 10:40 AM -- 10:45 AM (PST) @ West Ballroom A + B
Positional Normalization
Boyi Li · Felix Wu · Kilian Weinberger · Serge Belongie