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federated learning

1333 papers

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Also known as

FL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1016) knowledge distillation (3725) data heterogeneity (115) non-iid datum (109) privacy preservation (380) model compression (3302) distributed optimization (275)

Papers

Unlearning during Learning: An Efficient Federated Machine Unlearning Method IJCAI 2024
On the Role of Server Momentum in Federated Learning AAAI 2024
Dual Calibration-based Personalised Federated Learning IJCAI 2024
Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning IJCAI 2024
Federated Adaptation for Foundation Model-based Recommendations IJCAI 2024
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning IJCAI 2024
BADFSS: Backdoor Attacks on Federated Self-Supervised Learning IJCAI 2024
Federated Ensemble-Directed Offline Reinforcement Learning NIPS 2024
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024
On Sampling Strategies for Spectral Model Sharding NIPS 2024
A Systematic Survey on Federated Semi-supervised Learning IJCAI 2024
Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection IJCAI 2024
DarkFed: A Data-Free Backdoor Attack in Federated Learning IJCAI 2024
Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NIPS 2024
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering NAACL 2024
A Kernel Perspective on Distillation-based Collaborative Learning NIPS 2024
On the Necessity of Collaboration for Online Model Selection with Decentralized Data NIPS 2024
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients IJCAI 2024
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning NAACL 2024
A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024
Open-Vocabulary Federated Learning with Multimodal Prototyping NAACL 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning NAACL 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024