conftrace_

large deviation

6 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (4) high probability bound (1) rate function (1) hitting time (1) successive reject (1) rating system (1) noise statistics (1) step-sizes (1) boltzmann-gibbs distribution (1) critical region (1)

Papers

The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations ICML 2025 A large deviations perspective on policy gradient algorithms L4DC 2024 What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis ICML 2024 Best Arm Identification with Fixed Budget: A Large Deviation Perspective NeurIPS 2023 Large deviations rates for stochastic gradient descent with strongly convex functions AISTATS 2023 Designing Optimal Binary Rating Systems AISTATS 2019