most citedFLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SP2024★ 1 cited

Predicting Fine-grained Behavioral and Psychological Symptoms of Dementia Based on Machine Learning and Smart Wearable Devices

Benny Wei-Yun Hsu, Yu-Ming Chen, Yuan-Han Yang +1

Behavioral and Psychological Symptoms of Dementia (BPSD) impact dementia care substantially, affecting both patients and caregivers. Effective management and early detection of BPS…

cs.LG2023★ 1 cited

FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning

Shih-Fang Chang, Benny Wei-Yun Hsu, Tien-Yu Chang +1

Federated learning aims to share private data to maximize the data utility without privacy leakage. Previous federated learning research mainly focuses on multi-class classificatio…