conftrace_

personalized model

89 papers

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Co-occurring keywords

federated learning (1333) personalized federated learning (50) client heterogeneity (44) non-iid datum (109) model aggregation (156) communication efficiency (297) knowledge distillation (3725) decentralized learning (103) personalized learning (60) privacy preservation (380)

Papers

Personalized Dereverberation of Speech INTERSPEECH 2023
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022
ActPerFL: Active Personalized Federated Learning ACL 2022
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition AAAI 2022
Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
Personalized Federated Learning With a Graph IJCAI 2022
Decoupled Federated Learning for ASR with Non-IID Data INTERSPEECH 2022
On Sample Optimality in Personalized Collaborative and Federated Learning NIPS 2022
FedPop: A Bayesian Approach for Personalised Federated Learning NIPS 2022
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning NIPS 2022
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness NIPS 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
Architecture Agnostic Federated Learning for Neural Networks ICML 2022
Self-Aware Personalized Federated Learning NIPS 2022
Personalized Federated Learning via Variational Bayesian Inference ICML 2022
One Size Does Not Fit All: The Case for Personalised Word Complexity Models NAACL 2022
Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning NIPS 2021
Personal Bias in Prediction of Emotions Elicited by Textual Opinions ACL 2021
Federated Multi-Task Learning under a Mixture of Distributions NIPS 2021
Debiasing Model Updates for Improving Personalized Federated Training ICML 2021
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification INTERSPEECH 2021
Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases INTERSPEECH 2021