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heterogeneity

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federated learning (3) topology-aware (1) global flatness (1) dirichlet (1) multinomial (1) partitioning (1) ranking-based model (1) collision (1) distribution (1) multi-modal (1)

Papers

Optimal Algorithm for Max-Min Fair Bandit ICML 2025 FedMBridge: Bridgeable Multimodal Federated Learning ICML 2024 Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials ICML 2024 Ranking-based Client Imitation Selection for Efficient Federated Learning ICML 2024 Rethinking the Flat Minima Searching in Federated Learning ICML 2024 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024