conftrace_

heavy-tail distribution

3 papers

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Co-occurring keywords

successive elimination (10) empirical risk minimizer (10) heavy-tailed reward (13) extreme value theory (25) heavy tail (10) covariance spectrum (2) extreme region (1) maximal deviation inequality (1) statistical test (47) gradient noise (16)

Papers

On the Overlooked Structure of Stochastic Gradients NIPS 2023
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits AISTATS 2022
On Binary Classification in Extreme Regions NIPS 2018