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06/28/2023
Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization
Vertical Federated Learning (VFL) attracts increasing attention because ...
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02/03/2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation
Current methods of blended targets domain adaptation (BTDA) usually infe...
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01/31/2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
Recent state-of-the-art source-free domain adaptation (SFDA) methods hav...
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10/19/2022
On Learning Fairness and Accuracy on Multiple Subgroups
We propose an analysis in fair learning that preserves the utility of th...
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05/09/2021