Ziang Liu

Unsupervised Pool-Based Active Learning for Linear Regression

2020 · arXiv (Cornell University)

In many real-world machine learning applications, unlabeled data can be easily obtained, but it is very time-consuming and/or expensive to label them. So, it is desirable to be able to select the optimal samples to …