Thomas Tamisier

Cold Start Active Learning Strategies in the Context of Imbalanced Classification

2022 · arXiv (Cornell University)

We present novel active learning strategies dedicated to providing a solution to the cold start stage, i.e. initializing the classification of a large set of data with no attached labels. Moreover, proposed strategies are designed …