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Spotlight
Wed 7:30 Towards understanding how momentum improves generalization in deep learning
Samy Jelassi · Yuanzhi Li
Poster
Wed 15:30 Deep equilibrium networks are sensitive to initialization statistics
Atish Agarwala · Samuel Schoenholz
Spotlight
Wed 7:40 Deep equilibrium networks are sensitive to initialization statistics
Atish Agarwala · Samuel Schoenholz
Poster
Wed 15:30 Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
Bokun Wang · Tianbao Yang
Spotlight
Wed 8:10 Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
Bokun Wang · Tianbao Yang
Poster
Wed 15:30 Towards Understanding Sharpness-Aware Minimization
Maksym Andriushchenko · Nicolas Flammarion
Spotlight
Wed 14:55 Towards Understanding Sharpness-Aware Minimization
Maksym Andriushchenko · Nicolas Flammarion
Poster
Wed 15:30 Extended Unconstrained Features Model for Exploring Deep Neural Collapse
Tom Tirer · Joan Bruna
Spotlight
Wed 8:50 Extended Unconstrained Features Model for Exploring Deep Neural Collapse
Tom Tirer · Joan Bruna
Poster
Tue 15:30 Power-Law Escape Rate of SGD
Takashi Mori · Liu Ziyin · Kangqiao Liu · Masahito Ueda
Spotlight
Tue 11:10 Power-Law Escape Rate of SGD
Takashi Mori · Liu Ziyin · Kangqiao Liu · Masahito Ueda
Poster
Wed 15:30 Optimal Algorithms for Stochastic Multi-Level Compositional Optimization
Wei Jiang · Bokun Wang · Yibo Wang · Lijun Zhang · Tianbao Yang