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federated learning

1320 papers

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Also known as

FL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1010) knowledge distillation (3680) data heterogeneity (112) non-iid datum (109) privacy preservation (376) model compression (3283) distributed optimization (275)

Papers

Recovering Private Text in Federated Learning of Language Models NIPS 2022
SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training NIPS 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CORL 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022
Federated Submodel Optimization for Hot and Cold Data Features NIPS 2022
Personalized Online Federated Learning with Multiple Kernels NIPS 2022
Decoupled Federated Learning for ASR with Non-IID Data INTERSPEECH 2022
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects NIPS 2022
Feature Distribution Matching for Federated Domain Generalization ACML 2022
Federated Domain Adaptation for ASR with Full Self-Supervision INTERSPEECH 2022
SplitFed: When Federated Learning Meets Split Learning AAAI 2022
Seizing Critical Learning Periods in Federated Learning AAAI 2022
FLVoogd: Robust And Privacy Preserving Federated Learning ACML 2022
Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation AAAI 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
Personalized Federated Learning via Variational Bayesian Inference ICML 2022
Federated Multi-Target Domain Adaptation WACV 2022
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022
Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy ICML 2022
ActPerFL: Active Personalized Federated Learning ACL 2022
Scaling Language Model Size in Cross-Device Federated Learning ACL 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning ICML 2022