4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.IT2019★ 4 cited
Reduction of Markov Chains using a Value-of-Information-Based Approach
Isaac J. Sledge, Jose C. Principe
In this paper, we propose an approach to obtain reduced-order models of Markov chains. Our approach is composed of two information-theoretic processes. The first is a means of comp…
cs.LG2019
An Exact Reformulation of Feature-Vector-based Radial-Basis-Function Networks for Graph-based Observations
Isaac J. Sledge, Jose C. Principe
Radial-basis-function networks are traditionally defined for sets of vector-based observations. In this short paper, we reformulate such networks so that they can be applied to adj…
cs.AI2017
Partitioning Relational Matrices of Similarities or Dissimilarities using the Value of Information
Isaac J. Sledge, Jose C. Principe
In this paper, we provide an approach to clustering relational matrices whose entries correspond to either similarities or dissimilarities between objects. Our approach is based on…