federated learning

Faster non-convex federated learning via global and local momentum UAI 2022 Feature Distribution Matching for Federated Domain Generalization ACML 2022 FedBABU: Toward Enhanced Representation for Federated Image Classification ICLR 2022 FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) AAAI 2022 FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning IJCAI 2022 FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning ICLR 2022 FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning CVPR 2022 FedCorr: Multi-Stage Federated Learning for Label Noise Correction CVPR 2022 FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022 Federated Class-Incremental Learning CVPR 2022 Federated Continual Learning for Text Classification via Selective Inter-client Transfer EMNLP 2022 Federated Domain Adaptation for ASR with Full Self-Supervision Interspeech 2022 Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022 Federated Functional Gradient Boosting AISTATS 2022 Federated Learning for Face Recognition with Gradient Correction AAAI 2022 Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients ICLR 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features IJCAI 2022 Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022 Federated Learning with Label Distribution Skew via Logits Calibration ICML 2022 Federated Learning with Noisy User Feedback NAACL 2022 Federated Learning with Partial Model Personalization ICML 2022 Federated Learning With Position-Aware Neurons CVPR 2022 Federated Learning with Positive and Unlabeled Data ICML 2022