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Search All 2022 Events
177 Results
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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
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