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Ramtin Pedarsani

Robust Decentralized Learning with Local Updates and Gradient Tracking

May 02, 2024
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Generalization Properties of Adversarial Training for $\ell_0$-Bounded Adversarial Attacks

Feb 05, 2024
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Learning to Understand: Identifying Interactions via the Mobius Transform

Feb 04, 2024
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Inverse Reinforcement Learning by Estimating Expertise of Demonstrators

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Feb 02, 2024
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The Fair Value of Data Under Heterogeneous Privacy Constraints

Jan 30, 2023
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Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic

Nov 22, 2022
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Equal Improvability: A New Fairness Notion Considering the Long-term Impact

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Oct 13, 2022
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An Optimal Transport Approach to Personalized Federated Learning

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Jun 06, 2022
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Straggler-Resilient Personalized Federated Learning

Jun 05, 2022
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Binary Classification Under $\ell_0$ Attacks for General Noise Distribution

Mar 09, 2022
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