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Dokumenttyp:
Konferenzbeitrag 
Art des Konferenzbeitrags:
Vortrag / Präsentation 
Autor(en):
Amjad, R. A., Geiger, B. C., Blöchl, C. 
Titel:
Information Theoretic Cost Functions for Markov Aggregation and Clustering 
Abstract:
Markov aggregation is the task of representing a Markov chain with a large alphabet by a Markov chain with a smaller alphabet, thus reducing model complexity while at the same time retaining the computationally and analytically desirable Markov property. In this work we propose an information theoretic cost function for Markov aggregation. This cost function is motivated by two objectives: 1. The process obtained by observing the Markov chain through the mapping should be close to a Markov chain...    »
 
Kongress- / Buchtitel:
Seminar at Eurecom, France 
Jahr:
2017 
Monat:
Oct