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05/08/2023
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning
Policy optimization methods with function approximation are widely used ...
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09/07/2022
Blessing of Class Diversity in Pre-training
This paper presents a new statistical analysis aiming to explain the rec...
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09/02/2022
Optimizing the Performative Risk under Weak Convexity Assumptions
In performative prediction, a predictive model impacts the distribution ...
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02/17/2021