Gaussian Switch Sampling: A Second Order Approach to Active Learning

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib +2

In active learning, acquisition functions define informativeness directly on the representation position within the model manifold. However, for most machine learning models (in pa…