Cargando…

8th High Dimensional Probability Meeting

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 suc...

Descripción completa

Detalles Bibliográficos
Autores principales: Gozlan, Nathael, Latała, Rafał, Lounici, Karim, Madiman, Mokshay
Lenguaje:eng
Publicado: Springer 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-030-26391-1
http://cds.cern.ch/record/2704106
_version_ 1780964672149651456
author Gozlan, Nathael
Latała, Rafał
Lounici, Karim
Madiman, Mokshay
author_facet Gozlan, Nathael
Latała, Rafał
Lounici, Karim
Madiman, Mokshay
author_sort Gozlan, Nathael
collection CERN
description 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.
id cern-2704106
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
publisher Springer
record_format invenio
spelling cern-27041062021-04-22T06:31:32Zdoi:10.1007/978-3-030-26391-1http://cds.cern.ch/record/2704106engGozlan, NathaelLatała, RafałLounici, KarimMadiman, Mokshay8th High Dimensional Probability MeetingMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:27041062019
spellingShingle Mathematical Physics and Mathematics
Gozlan, Nathael
Latała, Rafał
Lounici, Karim
Madiman, Mokshay
8th High Dimensional Probability Meeting
title 8th High Dimensional Probability Meeting
title_full 8th High Dimensional Probability Meeting
title_fullStr 8th High Dimensional Probability Meeting
title_full_unstemmed 8th High Dimensional Probability Meeting
title_short 8th High Dimensional Probability Meeting
title_sort 8th high dimensional probability meeting
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-030-26391-1
http://cds.cern.ch/record/2704106
work_keys_str_mv AT gozlannathael 8thhighdimensionalprobabilitymeeting
AT latałarafał 8thhighdimensionalprobabilitymeeting
AT lounicikarim 8thhighdimensionalprobabilitymeeting
AT madimanmokshay 8thhighdimensionalprobabilitymeeting