Search Results for author: Amit Sheoran

Found 1 papers, 0 papers with code

Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations

no code implementations11 Feb 2020 Jianfei Gao, Mohamed A. Zahran, Amit Sheoran, Sonia Fahmy, Bruno Ribeiro

We consider the task of learning a parametric Continuous Time Markov Chain (CTMC) sequence model without examples of sequences, where the training data consists entirely of aggregate steady-state statistics.

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