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Federated Learning

1355 directly classified papers

Papers per year

Papers

Federated Learning under Distributed Concept Drift AISTATS 2023
Characterizing Internal Evasion Attacks in Federated Learning AISTATS 2023
A First Look into the Carbon Footprint of Federated Learning JMLR 2023
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer WACV 2023
Dual Personalization on Federated Recommendation IJCAI 2023
SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection WACV 2023
Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms AISTATS 2023
Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023
Reducing Communication for Split Learning by Randomized Top-k Sparsification IJCAI 2023
FeDXL: Provable Federated Learning for Deep X-Risk Optimization ICML 2023
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023
Competitive-Cooperative Multi-Agent Reinforcement Learning for Auction-based Federated Learning IJCAI 2023
Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning IJCAI 2023
FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity IJCAI 2023
The Aggregation–Heterogeneity Trade-off in Federated Learning COLT 2023
Practical Takes on Federated Learning with Pretrained Language Models EACL 2023
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing AAAI 2023
Federated Graph Semantic and Structural Learning IJCAI 2023
FedSampling: A Better Sampling Strategy for Federated Learning IJCAI 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract) IJCAI 2023
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion IJCAI 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023
A Survey of Federated Evaluation in Federated Learning IJCAI 2023
Privacy-preserving patient clustering for personalized federated learnings MLHC 2023