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Mohsen Ghassemi

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

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Dec 11, 2024
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Auditing and Enforcing Conditional Fairness via Optimal Transport

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Oct 17, 2024
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Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls

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Jul 18, 2024
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Synthetic Data Applications in Finance

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Dec 29, 2023
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Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe

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Dec 12, 2022
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Online Learning for Mixture of Multivariate Hawkes Processes

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Aug 16, 2022
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Differentially Private Learning of Hawkes Processes

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Jul 27, 2022
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A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression

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May 31, 2021
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Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms

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Mar 22, 2019
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STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery

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Nov 13, 2017
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