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math.PR2018
Concentration Inequalities for Additive Functionals: a Martingale Approach
Bob Pepin
This work shows how exponential concentration inequalities for additive functionals of stochastic processes over a finite time interval can be derived from concentration inequaliti…
math.PR2017★ 1 cited
Towards a Quantitative Averaging Principle for Stochastic Differential Equations
Bob Pepin
This work explores the use of a forward-backward martingale method together with a decoupling argument and entropic estimates between the conditional and averaged measures to prove…