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heavy-tail distribution

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successive elimination (1) empirical risk minimizer (1) heavy-tailed reward (1) extreme value theory (1) sequence probability (1) rare word (1) heavy tail (1) language pretraining (1) covariance spectrum (1) microsecond scale (1)

Papers

On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 Evaluating Distributional Distortion in Neural Language Modeling ICLR 2022 Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits AISTATS 2022 Taking Notes on the Fly Helps Language Pre-Training ICLR 2021 Shinjuku: Preemptive Scheduling for μsecond-scale Tail Latency NSDI 2019 On Binary Classification in Extreme Regions NeurIPS 2018 Loss Minimization and Parameter Estimation with Heavy Tails JMLR 2016