most citedReduction of Markov Chains using a Value-of-Information-Based Approach

4 citations · 4 across the 1 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…