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Ronak Mehta

The Benefits of Balance: From Information Projections to Variance Reduction

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Aug 27, 2024
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A Primal-Dual Algorithm for Faster Distributionally Robust Optimization

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Mar 16, 2024
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Distributionally Robust Optimization with Bias and Variance Reduction

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Oct 21, 2023
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Stochastic Optimization for Spectral Risk Measures

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Dec 10, 2022
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Deep Unlearning via Randomized Conditionally Independent Hessians

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Apr 15, 2022
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Towards a theory of out-of-distribution learning

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Oct 07, 2021
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DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer

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Aug 21, 2019
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A Consistent Independence Test for Multivariate Time-Series

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Aug 18, 2019
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Resource Constrained Neural Network Architecture Search

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Apr 08, 2019
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Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families

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Sep 02, 2018
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