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Pradeep Ravikumar

Iterative Barycenter Flows

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Apr 15, 2021
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Contrastive learning of strong-mixing continuous-time stochastic processes

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Mar 03, 2021
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An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization

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Feb 25, 2021
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On Proximal Policy Optimization's Heavy-tailed Gradients

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Feb 20, 2021
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When Is Generalizable Reinforcement Learning Tractable?

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Jan 01, 2021
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Fundamental Limits and Tradeoffs in Invariant Representation Learning

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Dec 19, 2020
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The Risks of Invariant Risk Minimization

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Oct 12, 2020
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Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification

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Jun 29, 2020
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Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances

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Jun 24, 2020
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Learning Minimax Estimators via Online Learning

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Jun 19, 2020
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