conftrace_

client-server architecture

44 papers

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Co-occurring keywords

federated learning (1333) distributed learning (563) model aggregation (156) non-iid datum (109) personalized federated learning (50) heterogeneous datum (119) model compression (3302) split learning (20) model personalization (44) personalized model (89)

Papers

Personalized Federated Learning under Mixture of Distributions ICML 2023
Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023
Flow: Per-instance Personalized Federated Learning NIPS 2023
Federated Learning with Manifold Regularization and Normalized Update Reaggregation NIPS 2023
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning ICCV 2023
Federated Learning for Commercial Image Sources WACV 2023
Federated Cross Learning for Medical Image Segmentation MIDL 2023
Self-Aware Personalized Federated Learning NIPS 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022
Federated Submodel Optimization for Hot and Cold Data Features NIPS 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning ICML 2022
Differentially Private Federated Learning on Heterogeneous Data AISTATS 2022
Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning AAAI 2022
Federated Learning With Position-Aware Neurons CVPR 2022
Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning NIPS 2021
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning NIPS 2021
Agnostic Federated Learning ICML 2019