conftrace_

model aggregation

156 papers

Explore in graph

Co-occurring keywords

federated learning (1333) non-iid datum (109) distributed learning (563) data heterogeneity (115) privacy preservation (380) knowledge distillation (3725) personalized model (89) client heterogeneity (44) personalized federated learning (50) domain adaptation (4595)

Papers

Incentive-Boosted Federated Crowdsourcing AAAI 2023
FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability AAAI 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023
Elastic Aggregation for Federated Optimization CVPR 2023
Collaboratively Learning Linear Models with Structured Missing Data NIPS 2023
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation ICLR 2023
Collaborative Learning via Prediction Consensus NIPS 2023
DaFKD: Domain-Aware Federated Knowledge Distillation CVPR 2023
GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023
DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning NIPS 2023
FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022
Avoid Overfitting User Specific Information in Federated Keyword Spotting INTERSPEECH 2022
Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022
SASH: Efficient secure aggregation based on SHPRG for federated learning UAI 2022
Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) AAAI 2022
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation EMNLP 2022
AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) AAAI 2022
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching NIPS 2022
FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation IJCAI 2022
RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022
A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning AAAI 2022
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization ICML 2022