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Mark Sellke

Nonparametric MLE for Gaussian Location Mixtures: Certified Computation and Generic Behavior

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Mar 26, 2025
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No Free Prune: Information-Theoretic Barriers to Pruning at Initialization

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Feb 02, 2024
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On Size-Independent Sample Complexity of ReLU Networks

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Jun 03, 2023
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Asymptotically Optimal Pure Exploration for Infinite-Armed Bandits

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Jun 03, 2023
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Incentivizing Exploration with Linear Contexts and Combinatorial Actions

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Jun 03, 2023
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Tight Bounds for State Tomography with Incoherent Measurements

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Jun 10, 2022
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The Pareto Frontier of Instance-Dependent Guarantees in Multi-Player Multi-Armed Bandits with no Communication

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Feb 19, 2022
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Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments

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Jun 18, 2021
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A Universal Law of Robustness via Isoperimetry

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Jun 07, 2021
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Functions that Preserve Manhattan Distances

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Nov 23, 2020
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