Pathologies of Neural Models and Interpretability with Alvin Grissom II - TWiML Talk #229

Published: Feb. 11, 2019, 5:49 p.m.

b'Today, we continue our Black in AI series with Alvin Grissom II, Assistant Professor of Computer Science at Ursinus College. In our conversation, we dive into the paper he presented at the workshop, \\u201cPathologies of Neural Models Make Interpretations Difficult.\\u201d We talk through some of the \\u201cpathological behaviors\\u201d he identified in the paper, how we can better understand the overconfidence of trained deep learning models in certain settings, and how we can improve model training with entropy regulariz'