Gaussian Switch Sampling: A Second Order Approach to Active Learning

2 code implementations • 16 Feb 2023 • Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona

To alleviate this issue, we propose a grounded second-order definition of information content and sample importance within the context of active learning.

Active Learning Informativeness