10 citations · 22 across the 5 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2023★ 2 cited
To transfer or not transfer: Unified transferability metric and analysis
Qianshan Zhan, Xiao-Jun Zeng
In transfer learning, transferability is one of the most fundamental problems, which aims to evaluate the effectiveness of arbitrary transfer tasks. Existing research focuses on cl…
cs.LG2022★ 3 cited
DP-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring
Shuang Dai, Fanlin Meng, Qian Wang +1
Non-intrusive load monitoring (NILM), which usually utilizes machine learning methods and is effective in disaggregating smart meter readings from the household-level into applianc…
cs.LG2019★ 10 cited
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
Qian Wang, Toby P. Breckon
Unsupervised domain adaptation aims to address the problem of classifying unlabeled samples from the target domain whilst labeled samples are only available from the source domain…