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Poster
Wed 14:00 Regret Bounds for Risk-Sensitive Reinforcement Learning
Osbert Bastani · Jason Yecheng Ma · Estelle Shen · Wanqiao Xu
Workshop
Group Excess Risk Bound of Overparameterized Linear Regression with Constant-Stepsize SGD
Arjun Subramonian · Levent Sagun · Kai-Wei Chang · Yizhou Sun
Poster
Wed 9:00 Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
Difan Zou · Jingfeng Wu · Vladimir Braverman · Quanquan Gu · Sham Kakade
Poster
Wed 9:00 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Jingfeng Wu · Difan Zou · Vladimir Braverman · Quanquan Gu · Sham Kakade