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05/08/2023
Peak-Persistence Diagrams for Estimating Shapes and Functions from Noisy Data
Estimating signals underlying noisy data is a significant problem in sta...
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03/15/2023
An Approximate Bayesian Approach to Covariate-dependent Graphical Modeling
Gaussian graphical models typically assume a homogeneous structure acros...
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12/18/2021
Off-Policy Evaluation Using Information Borrowing and Context-Based Switching
We consider the off-policy evaluation (OPE) problem in contextual bandit...
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04/04/2018