18 citations · 31 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 18 cited
Co-Clustering via Information-Theoretic Markov Aggregation
Clemens Bloechl, Rana Ali Amjad, Bernhard C. Geiger
We present an information-theoretic cost function for co-clustering, i.e., for simultaneous clustering of two sets based on similarities between their elements. By constructing a s…
eess.SY2017★ 13 cited
A Generalized Framework for Kullback-Leibler Markov Aggregation
Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger
This paper proposes an information-theoretic cost function for aggregating a Markov chain via a (possibly stochastic) mapping. The cost function is motivated by two objectives: 1)…