Search Results for author: Meilin Yang

Found 2 papers, 0 papers with code

FedHAP: Federated Hashing with Global Prototypes for Cross-silo Retrieval

no code implementations12 Jul 2022 Meilin Yang, Jian Xu, Yang Liu, Wenbo Ding

To overcome these challenges, we propose a novel federated hashing framework that enables participating clients to jointly train the shared deep hashing model by leveraging the prototypical hash codes for each class.

Deep Hashing Federated Learning

SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications

no code implementations5 Apr 2022 Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu, Wenbo Ding, Tian Lan, Xiao-Ping Zhang

It is demonstrated that SAFARI under unreliable communications is guaranteed to converge at the same rate as the standard FedAvg with perfect communications.

Federated Learning Sparse Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.