rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: High Dimensional Probability VIII
    sub title: The Oaxaca Volume
  name:
    name part: Gozlan, Nathael.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: Latała, Rafał.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: Lounici, Karim.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: Madiman, Mokshay.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2019
    edition: 1st ed. 2019.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: X, 458 p. 6 illus., 5 illus. in color. online resource.
  abstract: This volume collects selected papers from the 8th High Dimensional Probability meeting held at Casa Matemática Oaxaca (CMO), Mexico. High Dimensional Probability (HDP) is an area of mathematics that includes the study of probability distributions and limit theorems in infinite-dimensional spaces such as Hilbert spaces and Banach spaces. The most remarkable feature of this area is that it has resulted in the creation of powerful new tools and perspectives, whose range of application has led to interactions with other subfields of mathematics, statistics, and computer science. These include random matrices, nonparametric statistics, empirical processes, statistical learning theory, concentration of measure phenomena, strong and weak approximations, functional estimation, combinatorial optimization, random graphs, information theory and convex geometry. The contributions in this volume show that HDP theory continues to thrive and develop new tools, methods, techniques and perspectives to analyze random phenomena.
  table of contents: Jørgen Hoffmann-Jørgensen (1942-2017) -- Moment estimation implied by the Bobkov-Ledoux inequality -- Polar Isoperimetry. I: The case of the Plane -- Iterated Jackknives and Two-Sided Variance Inequalities -- A Probabilistic Characterization of Negative Definite Functions -- Higher Order Concentration in presence of Poincaré-type inequalities -- Rearrangement and Prékopa-Leindler Type Inequalities -- Generalized Semimodularity: Order Statistics -- Geometry of np -Balls: Classical Results and Recent Developments -- Remarks on Superconcentration and Gamma calculus. Application to Spin Glasses -- Asymptotic behavior of Rényi entropy in the Central Limit Theorem -- Uniform-in-Bandwidth Functional Limit Laws for Multivariate Empirical Processes -- Universality of Limiting Spectral Distribution Under Projective Criteria -- Exchangeable Pairs on Wiener Chaos -- Permanental Processes with Kernels That Are Not Equivalent to a Symmetric Matrix -- Pointwise Properties of Martingales with Values in Banach Function Spaces -- Concentration Inequalities for Randomly Permuted Sums -- Uncertainty Quantification for Matrix Compressed Sensing and Quantum Tomography Problems -- Uniform in Bandwidth Estimation of the Gradient Lines of a Density.
  note: edited by Nathael Gozlan, Rafał Latała, Karim Lounici, Mokshay Madiman.
  subject:
    topic: Probabilities
  subject:
    topic: Probability Theory and Stochastic Processes
  classification: QA273.A1-274.9
  classification: QA274-274.9
  classification: 519.2
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Progress in Probability, 74
  identifier: 9783030263911
  identifier: https://doi.org/10.1007/978-3-030-26391-1
  record info:
    record creation date: 191126
    record change date: 20191127021144.0
    record identifier: 978-3-030-26391-1