federated learning

Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning CVPR 2024 Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients ICLR 2024 Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning EMNLP 2024 LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024 Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds ICLR 2024 Local and Global Flatness for Federated Domain Generalization ECCV 2024 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization ICML 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NeurIPS 2024 Low Precision Local Training is Enough for Federated Learning NeurIPS 2024 LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 Machine Unlearning: Challenges in Data Quality and Access IJCAI 2024 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024 Maximum Knowledge Orthogonality Reconstruction With Gradients in Federated Learning WACV 2024 Mean Aggregator Is More Robust than Robust Aggregators under Label Poisoning Attacks IJCAI 2024 MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis ICML 2024 Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles AISTATS 2024 Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning WACV 2024 Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices CVPR 2024 Mixing Gradients in Neural Networks as a Strategy To Enhance Privacy in Federated Learning WACV 2024 Momentum Benefits Non-iid Federated Learning Simply and Provably ICLR 2024 Multi-Dimensional Fair Federated Learning AAAI 2024 Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning NAACL 2024 Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data NeurIPS 2024 No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024 On Convergence of Federated Averaging Langevin Dynamics UAI 2024