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 Federated Learning using Hypernetworks ICML 2021
Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021
Parameterized Knowledge Transfer for Personalized Federated Learning NIPS 2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators NIPS 2021
PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization NIPS 2021
Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs AISTATS 2020
Personalized Federated Learning with Moreau Envelopes NIPS 2020
Personalizing ASR for Dysarthric and Accented Speech with Limited Data INTERSPEECH 2019
A Personalized Affective Memory Model for Improving Emotion Recognition ICML 2019
Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018
Decentralized Collaborative Learning of Personalized Models over Networks AISTATS 2017
Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN IJCAI 2017
A Group-Based Personalized Model for Image Privacy Classification and Labeling IJCAI 2017
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006