Feb 6, 2019 · In this paper, we propose an algorithm that avoids this dependence on hitting time thus enabling efficient testing of markov chains even in ...
Feb 6, 2019 · Abstract. We study the problem of identity testing of markov chains. In this setting, we are given access to a single trajectory from a ...
In this paper, we propose an algorithm that avoids this dependence on hitting time thus enabling efficient testing of markov chains even in cases where it is ...
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In this paper, we propose an algorithm that avoids this dependence on hitting time thus enabling efficient testing of markov chains even in cases where it is ...
Duration: 9:47
Posted: Sep 16, 2019
Posted: Sep 16, 2019
Sep 18, 2022 · We briefly review the two classical problems of distribution estimation and identity testing (in the context of property testing), ...
Yeshwanth Cherapanamjeri, Peter L. Bartlett: Testing Markov Chains without Hitting. CoRR abs/1902.01999 (2019). manage site settings.
The hitting probability describes the probability that the. Markov chain will ever reach some state or set of states. In this section we show how hitting.
The current paper adds to a growing body of literature devoted to statistical learning with dependent data, in particular those dealing with Markov chains.
This paper proposes a new methodology for detecting and testing the presence of multiple structural breaks in a Markov chain occurring at unknown dates.