4 citations · 6 across the 6 of their papers we have counts for
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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…