Summary of Tabvfl: Improving Latent Representation in Vertical Federated Learning, by Mohamed Rashad et al.
TabVFL: Improving Latent Representation in Vertical Federated Learningby Mohamed Rashad, Zilong Zhao, Jeremie Decouchant, Lydia…
Summary of Personalized Federated Learning Via Sequential Layer Expansion in Representation Learning, by Jaewon Jang and Bonjun Choi
Personalized Federated Learning via Sequential Layer Expansion in Representation Learningby Jaewon Jang, Bonjun ChoiFirst submitted…
Summary of From Optimization to Generalization: Fair Federated Learning Against Quality Shift Via Inter-client Sharpness Matching, by Nannan Wu et al.
From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matchingby Nannan…
Summary of Pfedafm: Adaptive Feature Mixture For Batch-level Personalization in Heterogeneous Federated Learning, by Liping Yi et al.
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learningby Liping Yi, Han Yu,…
Summary of On the Federated Learning Framework For Cooperative Perception, by Zhenrong Zhang et al.
On the Federated Learning Framework for Cooperative Perceptionby Zhenrong Zhang, Jianan Liu, Xi Zhou, Tao…
Summary of Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference, by Zhe Zhang et al.
Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inferenceby Zhe Zhang, Ryumei Nakada, Linjun…
Summary of Fedstyle: Style-based Federated Learning Crowdsourcing Framework For Art Commissions, by Changjuan Ran et al.
FedStyle: Style-Based Federated Learning Crowdsourcing Framework for Art Commissionsby Changjuan Ran, Yeting Guo, Fang Liu,…
Summary of An Element-wise Weights Aggregation Method For Federated Learning, by Yi Hu et al.
An Element-Wise Weights Aggregation Method for Federated Learningby Yi Hu, Hanchi Ren, Chen Hu, Jingjing…
Summary of Decentralized Personalized Federated Learning Based on a Conditional Sparse-to-sparser Scheme, by Qianyu Long et al.
Decentralized Personalized Federated Learning based on a Conditional Sparse-to-Sparser Schemeby Qianyu Long, Qiyuan Wang, Christos…
Summary of Fedsi: Federated Subnetwork Inference For Efficient Uncertainty Quantification, by Hui Chen et al.
FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantificationby Hui Chen, Hengyu Liu, Zhangkai Wu, Xuhui…