1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Active Learning for WBAN-based Health Monitoring
Cho-Chun Chiu, Tuan Nguyen, Ting He +3
We consider a novel active learning problem motivated by the need of learning machine learning models for health monitoring in wireless body area network (WBAN). Due to the limited…
cs.LG2024
Energy-efficient Decentralized Learning via Graph Sparsification
Xusheng Zhang, Cho-Chun Chiu, Ting He
This work aims at improving the energy efficiency of decentralized learning by optimizing the mixing matrix, which controls the communication demands during the learning process. T…
cs.DB2018★ 1 cited
Differentially Private Hierarchical Count-of-Counts Histograms
Yu-Hsuan Kuo, Cho-Chun Chiu, Daniel Kifer +2
We consider the problem of privately releasing a class of queries that we call hierarchical count-of-counts histograms. Count-of-counts histograms partition the rows of an input ta…