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Ermin Wei

Debiasing Federated Learning with Correlated Client Participation

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Oct 02, 2024
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Efficient Online Unlearning via Hessian-Free Recollection of Individual Data Statistics

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Apr 11, 2024
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A Stochastic Quasi-Newton Method for Non-convex Optimization with Non-uniform Smoothness

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Mar 22, 2024
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Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters

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Jun 06, 2023
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Collaborative Multi-Agent Video Fast-Forwarding

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May 27, 2023
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Attrition-Aware Adaptation for Multi-Agent Patrolling

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Apr 03, 2023
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning

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Jun 02, 2022
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Faithful Edge Federated Learning: Scalability and Privacy

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Jun 30, 2021
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Distributed Multi-agent Video Fast-forwarding

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Aug 10, 2020
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