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cs.LG2022
Concentration Phenomenon for Random Dynamical Systems: An Operator Theoretic Approach
Muhammad Abdullah Naeem, Miroslav Pajic
Via operator theoretic methods, we formalize the concentration phenomenon for a given observable `' of a discrete time Markov chain with `' as invariant ergodic measure, po…
stat.ML2022
Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space
Muhammad Abdullah Naeem, Miroslav Pajic
We study the concentration phenomenon for discrete-time random dynamical systems with an unbounded state space. We develop a heuristic approach towards obtaining exponential concen…