2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.DM2013
Markov chain aggregation and its applications to combinatorial reaction networks
Arnab Ganguly, Tatjana Petrov, Heinz Koeppl
We consider a continuous-time Markov chain (CTMC) whose state space is partitioned into aggregates, and each aggregate is assigned a probability measure. A sufficient condition for…
math.PR2011
Uniform moment bounds of multi-dimensional functions of discrete-time stochastic processes
Arnab Ganguly, Debasish Chatterjee, John Lygeros +1
We establish conditions for uniform -th moment bound of certain -valued functions of a discrete-time stochastic process taking values in a general metric space. The condit…
cs.CE2010★ 2 cited
Lumpability Abstractions of Rule-based Systems
Jerome Feret, Thomas Henzinger, Heinz Koeppl +1
The induction of a signaling pathway is characterized by transient complex formation and mutual posttranslational modification of proteins. To faithfully capture this combinatorial…