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Dokumenttyp:
Konferenzbeitrag 
Art des Konferenzbeitrags:
Vortrag / Präsentation 
Autor(en):
Geiger, B. C. and Amjad, R. A. 
Titel:
Generalized Kullback-Leibler Aggregation of Markov Chains 
Abstract:
The Markov aggregation problem considers approximating a Markov chain with a large alphabet by a Markov chain with a small alphabet, such that the latter preserves relevant aspects of the former while significantly reducing model complexity. Recently, information-theoretic cost functions have been proposed for the Markov aggregation problem, and they have been shown to be connected to predictability, spectral clustering, lumpability, and the information bottleneck method. In this talk, we develo...    »
 
Kongress- / Buchtitel:
Workshop on Information and Communication Theory in Control Systems 
Ausrichter der Konferenz:
Chair of Real-Time Computer Systems, TUM 
Konferenzort:
Munich 
Datum der Konferenz:
22.-23.05.2017 
Publikationsdatum:
22.05.2017 
Jahr:
2017 
Quartal:
2. Quartal 
Jahr / Monat:
2017-05 
Monat:
May 
Reviewed:
ja