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Farhad Farokhi

Optimal Universal Quantum Encoding for Statistical Inference

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Apr 12, 2024
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Information Leakage from Data Updates in Machine Learning Models

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Sep 20, 2023
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Distributionally Time-Varying Online Stochastic Optimization under Polyak-Łojasiewicz Condition with Application in Conditional Value-at-Risk Statistical Learning

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Sep 18, 2023
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Distributionally-Robust Optimization with Noisy Data for Discrete Uncertainties Using Total Variation Distance

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Feb 15, 2023
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Safe Learning of Linear Time-Invariant Systems

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Nov 01, 2021
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Optimal Stochastic Evasive Maneuvers Using the Schrodinger's Equation

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Oct 11, 2021
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Safe Learning of Uncertain Environments for Nonlinear Control-Affine Systems

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Mar 02, 2021
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Optimal Pre-Processing to Achieve Fairness and Its Relationship with Total Variation Barycenter

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Jan 18, 2021
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Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning

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Dec 01, 2020
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When Machine Learning Meets Privacy: A Survey and Outlook

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Nov 24, 2020
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