Studying the Interplay between Information Loss and Operation Loss in Representations for Classification

Jorge F. Silva, Felipe Tobar, Mario Vicuña +1

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 wea…