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federated learning

1320 papers

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Also known as

FCL FGL FL FL OR NULL FEDMD FEDA AFL PPFL PFL FEDDG FHGL

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

Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets AAAI 2024
PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024
Knowledge-Aware Parameter Coaching for Personalized Federated Learning AAAI 2024
A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection INTERSPEECH 2024
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024
Private and Personalized Frequency Estimation in a Federated Setting NIPS 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels AAAI 2024
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NIPS 2024
FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024
FedAvP: Augment Local Data via Shared Policy in Federated Learning NIPS 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NIPS 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NIPS 2024
A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024
Mixing Gradients in Neural Networks as a Strategy To Enhance Privacy in Federated Learning WACV 2024
Open-Vocabulary Federated Learning with Multimodal Prototyping NAACL 2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024
LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024
Efficient Conformal Prediction under Data Heterogeneity AISTATS 2024
A Cluster-based Personalized Federated Learning Strategy for End-to-End ASR of Dementia Patients INTERSPEECH 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NIPS 2024