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Weihao Kong

DP-PCA: Statistically Optimal and Differentially Private PCA

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May 27, 2022
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A Top-Down Approach to Hierarchically Coherent Probabilistic Forecasting

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Apr 21, 2022
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Differential privacy and robust statistics in high dimensions

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Nov 12, 2021
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Fisher-Pitman permutation tests based on nonparametric Poisson mixtures with application to single cell genomics

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Jun 06, 2021
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SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics

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Apr 22, 2021
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Robust and Differentially Private Mean Estimation

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Feb 18, 2021
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Online Model Selection for Reinforcement Learning with Function Approximation

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Nov 19, 2020
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Robust Meta-learning for Mixed Linear Regression with Small Batches

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Jun 18, 2020
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Meta-learning for mixed linear regression

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Feb 20, 2020
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Sublinear Optimal Policy Value Estimation in Contextual Bandits

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Dec 13, 2019
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