Spotlight Session

Wed 7:30

DL: Theory

Poster

Wed 15:30

Convolutional and Residual Networks Provably Contain Lottery Tickets
Rebekka Burkholz

Spotlight

Wed 7:55

Convolutional and Residual Networks Provably Contain Lottery Tickets
Rebekka Burkholz

Spotlight

Wed 7:45

Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity
Jianyi Yang · Shaolei Ren

Poster

Tue 15:30

Understanding Gradient Descent on the Edge of Stability in Deep Learning
Sanjeev Arora · Zhiyuan Li · Abhishek Panigrahi

Spotlight

Tue 14:40

Understanding Gradient Descent on the Edge of Stability in Deep Learning
Sanjeev Arora · Zhiyuan Li · Abhishek Panigrahi

Poster

Wed 15:30

Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity
Jianyi Yang · Shaolei Ren

Poster

Tue 15:30

On the Generalization Analysis of Adversarial Learning
Waleed Mustafa · Yunwen Lei · Marius Kloft

Spotlight

Tue 8:35

On the Generalization Analysis of Adversarial Learning
Waleed Mustafa · Yunwen Lei · Marius Kloft

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

Wed 15:30

Towards understanding how momentum improves generalization in deep learning
Samy Jelassi · Yuanzhi Li