| Abstract: |
| We prove a concentration inequality for time averages for hypocoercive dynamics including Langevin equation, bouncy particle samplers, and Hamiltonian Monte-Carlo. We also discuss how to obtain robustness bounds on steady states of hypocoercive dynamics by combining information theory inequalities and concentration inequalities. |
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