Pravesh Srivastava

Addressing practical challenges in Active Learning via a hybrid query strategy

2021 · arXiv (Cornell University)

Active Learning (AL) is a powerful tool to address modern machine learning problems with significantly fewer labeled training instances. However, implementation of traditional AL methodologies in practical scenarios is accompanied by multiple challenges due to …