Intertwinings and Generalized Brascamp-Lieb Inequalities
Marc Arnaudon (IMB), Michel Bonnefont (IMB), Ald\'eric Joulin (IMT)

TL;DR
This paper extends intertwining relations for Markov semigroups to multi-dimensional diffusions, deriving new Brascamp-Lieb type inequalities for log-concave distributions and illustrating them with various examples.
Contribution
It introduces generalized intertwining relations for multi-dimensional diffusions, leading to novel functional inequalities of Brascamp-Lieb type for broader classes of distributions.
Findings
Derived new functional inequalities for log-concave distributions.
Extended intertwining relations to multi-dimensional diffusions.
Provided classical and novel examples illustrating the results.
Abstract
We continue our investigation of the intertwining relations for Markov semigroups and extend the results of [9] to multi-dimensional diffusions. In particular these formulae entail new functional inequalities of Brascamp-Lieb type for log-concave distributions and beyond. Our results are illustrated by some classical and less classical examples.
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Taxonomy
TopicsMarkov Chains and Monte Carlo Methods · Random Matrices and Applications · Stochastic processes and financial applications
