Support vector machines (SVMs) are supervised learning models traditionally employed for
classification and regression analysis. In classification analysis, a set of training data is …

The problem of active learning is extremely important in domains where labeled data is
expensive to gather. My work in active learning has been motivated by the fact that, active …