2022
On the Interplay between Information Loss and Operation Loss in Representations for Classification
AISTATS 2022poster
Information-theoretic measures have been widely adopted in the design of features for learning and decision problems. Inspired by this, we look at the relationship between i) a weak form of information loss in the Shannon sense and ii) operational loss in the minimum probability of error (MPE) sense…