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08/06/2023
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining
Multi-party collaborative training, such as distributed learning and fed...
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02/08/2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems
The minimax optimization over Riemannian manifolds (possibly nonconvex c...
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12/02/2022
Faster Adaptive Federated Learning
Federated learning has attracted increasing attention with the emergence...
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07/21/2021
Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients
Adversarial attacks by generating examples which are almost indistinguis...
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02/09/2021
