Beyond Sufficiency: Unveiling Better Neural Representations

This ArXiv paper delves into the functional information bottleneck, a novel approach to understanding and improving probabilistic neural representations. The research likely explores the limitations of traditional sufficiency criteria in characterizing these representations.