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Tong Zhang

Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity

Jun 15, 2022
Alekh Agarwal, Tong Zhang

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Dimension Independent Generalization of DP-SGD for Overparameterized Smooth Convex Optimization

Jun 03, 2022
Yi-An Ma, Teodor Vanislavov Marinov, Tong Zhang

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MulT: An End-to-End Multitask Learning Transformer

May 17, 2022
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann

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* Accepted to CVPR 2022

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Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions

May 13, 2022
Jiafan He, Dongruo Zhou, Tong Zhang, Quanquan Gu

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* 29 pages, 1 table

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Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy

Apr 13, 2022
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

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* accepted in CVPR 2022

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