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Heshan Fernando

Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance

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May 31, 2023
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Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach

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Oct 23, 2022
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On the Stability Analysis of Open Federated Learning Systems

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Sep 25, 2022
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