"constant learning rate" Papers

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Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent

Ziyang Wei, Jiaqi Li, Zhipeng Lou et al.

NeurIPS 2025poster

REINFORCE Converges to Optimal Policies with Any Learning Rate

Samuel Robertson, Thang Chu, Bo Dai et al.

NeurIPS 2025poster