conftrace_

large deviation

4 papers

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Co-occurring keywords

stochastic gradient descent (1091) high probability bound (17) rate function (2) successive reject (3) rating system (1) binary feedback (13) gradient noise (16) strongly convex function (31) multi-armed bandit (1098) optimal design (18)

Papers

A large deviations perspective on policy gradient algorithms L4DC 2024
Large deviations rates for stochastic gradient descent with strongly convex functions AISTATS 2023
Best Arm Identification with Fixed Budget: A Large Deviation Perspective NIPS 2023
Designing Optimal Binary Rating Systems AISTATS 2019