model aggregation

One-shot Federated Learning via Synthetic Distiller-Distillate Communication NeurIPS 2024 pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning NeurIPS 2024 Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NeurIPS 2024 Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024 Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data CVPR 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Towards Fair Graph Federated Learning via Incentive Mechanisms AAAI 2024 TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients AAAI 2024 Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation ICLR 2023 Anchor Sampling for Federated Learning with Partial Client Participation ICML 2023 Bayesian Federated Neural Matching That Completes Full Information AAAI 2023 Buffered Asynchronous SGD for Byzantine Learning JMLR 2023 Clustered Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2023 Collaborative Learning via Prediction Consensus NeurIPS 2023 Collaboratively Learning Linear Models with Structured Missing Data NeurIPS 2023 DaFKD: Domain-Aware Federated Knowledge Distillation CVPR 2023 Distributed Personalized Empirical Risk Minimization NeurIPS 2023 DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023 Elastic Aggregation for Federated Optimization CVPR 2023 EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning NeurIPS 2023 Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023 FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training IJCAI 2023 FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment IJCAI 2023 Federated Learning for Commercial Image Sources WACV 2023 Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023