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Elvis Dohmatob

PARIETAL

Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement

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Jun 11, 2024
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Model Collapse Demystified: The Case of Regression

Feb 12, 2024
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A Tale of Tails: Model Collapse as a Change of Scaling Laws

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Feb 10, 2024
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Scaling Laws for Associative Memories

Oct 04, 2023
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Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms

Aug 01, 2023
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Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond

Jan 31, 2023
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An Adversarial Robustness Perspective on the Topology of Neural Networks

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Nov 04, 2022
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Contextual bandits with concave rewards, and an application to fair ranking

Oct 18, 2022
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Fast online ranking with fairness of exposure

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Sep 13, 2022
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Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes

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Jul 01, 2022
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