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Poster
Thu 15:00 Does the Data Induce Capacity Control in Deep Learning?
Rubing Yang · Jialin Mao · Pratik Chaudhari
Spotlight
Thu 7:30 Does the Data Induce Capacity Control in Deep Learning?
Rubing Yang · Jialin Mao · Pratik Chaudhari
Poster
Thu 15:00 PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
Zhengyang Shen · Tao Hong · Qi She · Jinwen Ma · Zhouchen Lin
Spotlight
Thu 12:45 PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
Zhengyang Shen · Tao Hong · Qi She · Jinwen Ma · Zhouchen Lin
Poster
Thu 15:00 PAC-Bayesian Bounds on Rate-Efficient Classifiers
Alhabib Abbas · Yiannis Andreopoulos
Spotlight
Thu 11:20 PAC-Bayesian Bounds on Rate-Efficient Classifiers
Alhabib Abbas · Yiannis Andreopoulos
Poster
Tue 15:30 Double Sampling Randomized Smoothing
Linyi Li · Jiawei Zhang · Tao Xie · Bo Li
Poster
Thu 15:00 Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis
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 Predicting Out-of-Distribution Error with the Projection Norm
Yaodong Yu · Zitong Yang · Alexander Wei · Yi Ma · Jacob Steinhardt
Poster
Wed 15:30 Modeling Adversarial Noise for Adversarial Training
Dawei Zhou · Nannan Wang · Bo Han · Tongliang Liu
Spotlight
Wed 11:35 Predicting Out-of-Distribution Error with the Projection Norm
Yaodong Yu · Zitong Yang · Alexander Wei · Yi Ma · Jacob Steinhardt