Emanuel Milman

  1. Transference Principles for Log-Sobolev and Spectral-Gap with Applications to Conservative Spin Systems.

    Authors: Emanuel Milman, Franck Barthe
    Subjects: Mathematical Physics
    Abstract

    We obtain new principles for transferring log-Sobolev and Spectral-Gap
    inequalities from a source metric-measure space to a target one, when the
    curvature of the target space is bounded from below. As our main application,
    we obtain explicit estimates for the log-Sobolev and Spectral-Gap constants of
    various conservative spin system models, consisting of non-interacting and
    weakly-interacting particles, constrained to conserve the mean-spin.

  2. A Proof of Bobkov's Spectral Bound For Convex Domains via Gaussian Fitting and Free Energy Estimation.

    Authors: Emanuel Milman
    Subjects: Functional Analysis
    Abstract

    We obtain a new proof of Bobkov's lower bound on the first positive
    eigenvalue of the (negative) Neumann Laplacian (or equivalently, the Cheeger
    constant) on a bounded convex domain $K$ in Euclidean space. Our proof avoids
    employing the localization method or any of its geometric extensions. Instead,
    we deduce the lower bound by invoking a spectral transference principle for
    log-concave measures, comparing the uniform measure on $K$ with an
    appropriately scaled Gaussian measure which is conditioned on $K$.

  3. Isoperimetric Bounds on Convex Manifolds.

    Authors: Emanuel Milman
    Subjects: Functional Analysis
    Abstract

    We extend several Cheeger-type isoperimetric bounds for convex sets in
    Euclidean space, due to Bobkov and Kannan-Lov\'asz-Simonovits, to Riemannian
    manifolds having non-negative Ricci curvature. In order to extend Bobkov's
    bound, we require in addition an upper bound on the sectional curvature of the
    space, which permits us to use comparison tools in Cartan-Alexandrov-Toponogov
    (or CAT) spaces. Along the way, we also quantitatively improve our previous
    result that weak concentration assumptions imply a Cheeger-type isoperimetric
    bound, to a sharp bound with respect to all parameters.

  4. A Generalization of Caffarelli's Contraction Theorem via (reverse) Heat Flow.

    Authors: Emanuel Milman, Young-Heon Kim
    Subjects: Analysis of PDEs
    Abstract

    A theorem of L. Caffarelli implies the existence of a map pushing forward a
    source Gaussian measure to a target measure which is more log-concave than the
    source one, which contracts Euclidean distance (in fact, Caffarelli showed that
    the optimal-transport Brenier map $T_{opt}$ is a contraction in this case).

  5. Isoperimetric and Concentration Inequalities - Equivalence under Curvature Lower Bound.

    Authors: Emanuel Milman
    Subjects: Differential Geometry
    Abstract

    It is well known that isoperimetric inequalities imply in a very general
    measure-metric-space setting appropriate concentration inequalities. The former
    bound the boundary measure of sets as a function of their measure, whereas the
    latter bound the measure of sets separated from sets having half the total
    measure, as a function of their mutual distance.

  6. Properties of Isoperimetric, Functional and Transport-Entropy Inequalities Via Concentration.

    Authors: Emanuel Milman
    Subjects: Functional Analysis
    Abstract

    Various properties of isoperimetric, functional, Transport-Entropy and
    concentration inequalities are studied on a Riemannian manifold equipped with a
    measure, whose generalized Ricci curvature is bounded from below. First,
    stability of these inequalities with respect to perturbation of the measure is
    obtained. The extent of the perturbation is measured using several different
    distances between perturbed and original measure, such as a one-sided
    $L^\infty$ bound on the ratio between their densities, Wasserstein distances,
    and Kullback - Leibler divergence.

  7. Properties of Isoperimetric, Functional and Transport-Entropy Inequalities Via Concentration.

    Authors: Emanuel Milman
    Subjects: Functional Analysis
    Abstract

    Various properties of isoperimetric, functional, Transport-Entropy and
    concentration inequalities are studied on a Riemannian manifold equipped with a
    measure, whose generalized Ricci curvature is bounded from below. First,
    stability of these inequalities with respect to perturbation of the measure is
    obtained. The extent of the perturbation is measured using several different
    distances between perturbed and original measure, such as a one-sided
    $L^\infty$ bound on the ratio between their densities, Wasserstein distances,
    and Kullback - Leibler divergence.

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