|
Poster
|
Thu 14:00
|
Characterization of Excess Risk for Locally Strongly Convex Population Risk
Mingyang Yi · Ruoyu Wang · Zhi-Ming Ma
|
|
|
Poster
|
Wed 9:00
|
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei · Rong Jin · Yiming Ying
|
|
|
Poster
|
Wed 9:00
|
Stability Analysis and Generalization Bounds of Adversarial Training
Jiancong Xiao · Yanbo Fan · Ruoyu Sun · Jue Wang · Zhi-Quan Luo
|
|
|
Poster
|
Wed 9:00
|
coVariance Neural Networks
Saurabh Sihag · Gonzalo Mateos · Corey McMillan · Alejandro Ribeiro
|
|
|
Poster
|
Tue 9:00
|
The Phenomenon of Policy Churn
Tom Schaul · Andre Barreto · John Quan · Georg Ostrovski
|
|
|
Poster
|
Thu 14:00
|
Benign Underfitting of Stochastic Gradient Descent
Tomer Koren · Roi Livni · Yishay Mansour · Uri Sherman
|
|
|
Poster
|
Thu 14:00
|
Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks
Ching-Yao Chuang · Stefanie Jegelka
|
|
|
Poster
|
Thu 14:00
|
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
Xiaotong Yuan · Ping Li
|
|
|
Poster
|
Thu 9:00
|
Fairness in Federated Learning via Core-Stability
Bhaskar Ray Chaudhury · Linyi Li · Mintong Kang · Bo Li · Ruta Mehta
|
|
|
Poster
|
Wed 9:00
|
Debiased Machine Learning without Sample-Splitting for Stable Estimators
Qizhao Chen · Vasilis Syrgkanis · Morgane Austern
|
|
|
Poster
|
|
Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability
Zixuan Wang · Zhouzi Li · Jian Li
|
|
|
Poster
|
Thu 9:00
|
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
|
|
