Latest

• Adaptive Collaboration for Online Personalized Distributed Learning with Heterogeneous Clients
• In-Depth Analysis of Low-rank Matrix Factorisation in a Federated Setting
• In-Depth Analysis of Low-rank Matrix Factorisation in a Federated Setting
• Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
• Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles
• SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization