conftrace_
← Keywords

federated learning

1333 papers

Explore in graph

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

Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views NIPS 2024
Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024
Federated Graph Learning for Cross-Domain Recommendation NIPS 2024
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning AISTATS 2024
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences NIPS 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
DAGER: Exact Gradient Inversion for Large Language Models NIPS 2024
On the Role of Server Momentum in Federated Learning AAAI 2024
Hierarchical Federated Learning with Multi-Timescale Gradient Correction NIPS 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets AAAI 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
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