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Debabrota Basu

CRIStAL

Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing

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Mar 10, 2025
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Isoperimetry is All We Need: Langevin Posterior Sampling for RL with Sublinear Regret

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Dec 30, 2024
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Preference-based Pure Exploration

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Dec 04, 2024
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Dynamical-VAE-based Hindsight to Learn the Causal Dynamics of Factored-POMDPs

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Nov 12, 2024
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Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints

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Oct 24, 2024
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Active Fourier Auditor for Estimating Distributional Properties of ML Models

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Oct 10, 2024
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Testing Credibility of Public and Private Surveys through the Lens of Regression

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Oct 07, 2024
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When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning

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Sep 24, 2024
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Augmented Bayesian Policy Search

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Jul 05, 2024
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Differentially Private Best-Arm Identification

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Jun 10, 2024
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