personalized model

FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning AAAI 2024 FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation NeurIPS 2024 FedHCA2: Towards Hetero-Client Federated Multi-Task Learning CVPR 2024 FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity ICLR 2024 Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity AAAI 2024 Knowledge-Aware Parameter Coaching for Personalized Federated Learning AAAI 2024 Late to the Party? On-Demand Unlabeled Personalized Federated Learning WACV 2024 Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients ICLR 2024 MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis ICML 2024 Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024 Personalized Federated Learning via Feature Distribution Adaptation NeurIPS 2024 Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning NeurIPS 2024 Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024 pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning NeurIPS 2024 PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024 Private and Personalized Frequency Estimation in a Federated Setting NeurIPS 2024 TransFed: A Way To Epitomize Focal Modulation Using Transformer-Based Federated Learning WACV 2024 Analysis of Style-Shifting on Social Media: Using Neural Language Model Conditioned by Social Meanings EMNLP 2023 A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy ICLR 2023 Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration ICCV 2023 Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. Interspeech 2023 Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization CVPR 2023 Efficient Personalized Federated Learning via Sparse Model-Adaptation ICML 2023 FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023 FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings EACL 2023