federated learning

Reliable and Interpretable Personalized Federated Learning CVPR 2023 Resilient Constrained Learning NeurIPS 2023 Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning NeurIPS 2023 Re-Thinking Federated Active Learning Based on Inter-Class Diversity CVPR 2023 Rethinking Federated Learning With Domain Shift: A Prototype View CVPR 2023 Revisiting Weighted Aggregation in Federated Learning with Neural Networks ICML 2023 Robust and Actively Secure Serverless Collaborative Learning NeurIPS 2023 Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023 ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients CVPR 2023 Secure Federated Correlation Test and Entropy Estimation ICML 2023 Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning AAAI 2023 Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning ICLR 2023 SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning NeurIPS 2023 Single-shot General Hyper-parameter Optimization for Federated Learning ICLR 2023 Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability ICML 2023 Solving a Class of Non-Convex Minimax Optimization in Federated Learning NeurIPS 2023 SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning NeurIPS 2023 Sparse Random Networks for Communication-Efficient Federated Learning ICLR 2023 SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023 StableFDG: Style and Attention Based Learning for Federated Domain Generalization NeurIPS 2023 STDLens: Model Hijacking-Resilient Federated Learning for Object Detection CVPR 2023 Structured Federated Learning through Clustered Additive Modeling NeurIPS 2023 Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning ICML 2023 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication ICLR 2023 TabLeak: Tabular Data Leakage in Federated Learning ICML 2023