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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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05/01/2023
Performance and Energy Consumption of Parallel Machine Learning Algorithms
Machine learning models have achieved remarkable success in various real...
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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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04/23/2022