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Debdeep Pati

Constrained Reweighting of Distributions: an Optimal Transport Approach

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Oct 19, 2023
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Generalized Regret Analysis of Thompson Sampling using Fractional Posteriors

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Sep 12, 2023
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Memory Efficient And Minimax Distribution Estimation Under Wasserstein Distance Using Bayesian Histograms

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Jul 19, 2023
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On the Convergence of Coordinate Ascent Variational Inference

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Jun 01, 2023
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Fair Clustering via Hierarchical Fair-Dirichlet Process

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May 27, 2023
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Robust probabilistic inference via a constrained transport metric

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Mar 17, 2023
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Factorized Fusion Shrinkage for Dynamic Relational Data

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Sep 30, 2022
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Structured Optimal Variational Inference for Dynamic Latent Space Models

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Sep 29, 2022
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Off-Policy Evaluation Using Information Borrowing and Context-Based Switching

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Dec 18, 2021
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Statistical Guarantees for Transformation Based Models with Applications to Implicit Variational Inference

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Nov 04, 2020
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