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20172021
most citedFine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

256 citations · 505 across the 13 of their papers we have counts for

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stat.ML2019★ 53 cited

Optimism in Reinforcement Learning with Generalized Linear Function Approximation

Yining Wang, Ruosong Wang, Simon S. Du +1

We design a new provably efficient algorithm for episodic reinforcement learning with generalized linear function approximation. We analyze the algorithm under a new expressivity a…