A Dual Approach for Hierarchical Information-Theoretic Tree Abstractions

Daniel T. Larsson, Dipankar Maity, Panagiotis Tsiotras

In this paper, we consider establishing a formal connection between two distinct tree-abstraction problems inspired by the information-bottleneck (IB) method. Specifically, we cons…