Determinantal Point Processes

Laurent Decreusefond; Ian Flint; Nicolas Privault; Giovanni Luca Torrisi

doi:10.1007/978-3-319-05233-5_10

Determinantal Point Processes

Laurent Decreusefond
, Ian Flint
, Nicolas Privault
, Giovanni Luca Torrisi

Telecom Paris
Nanyang Technological University
Ist. Per Applicazioni C. M. Picone

Research output: Contribution to journal › Article › peer-review

Abstract

In this survey we review two topics concerning determinantal (or fermion) point processes. First, we provide the construction of diffusion processes on the space of configurations whose invariant measure is the law of a determinantal point process. Second, we present some algorithms to sample from the law of a determinantal point process on a finite window. Related open problems are listed.

Original language	English
Pages (from-to)	311-342
Number of pages	32
Journal	Bocconi and Springer Series
Volume	7
DOIs	https://doi.org/10.1007/978-3-319-05233-5_10
Publication status	Published - 1 Jan 2016

Access to Document

10.1007/978-3-319-05233-5_10

Cite this

@article{0b1bbbc45a894a9e9a61dccd30c4c23a,

title = "Determinantal Point Processes",

abstract = "In this survey we review two topics concerning determinantal (or fermion) point processes. First, we provide the construction of diffusion processes on the space of configurations whose invariant measure is the law of a determinantal point process. Second, we present some algorithms to sample from the law of a determinantal point process on a finite window. Related open problems are listed.",

author = "Laurent Decreusefond and Ian Flint and Nicolas Privault and Torrisi, \{Giovanni Luca\}",

note = "Publisher Copyright: {\textcopyright} 2016 Springer International Publishing Switzerland.",

year = "2016",

month = jan,

day = "1",

doi = "10.1007/978-3-319-05233-5\_10",

language = "English",

volume = "7",

pages = "311--342",

journal = "Bocconi and Springer Series",

issn = "2039-1471",

}

TY - JOUR

T1 - Determinantal Point Processes

AU - Decreusefond, Laurent

AU - Flint, Ian

AU - Privault, Nicolas

AU - Torrisi, Giovanni Luca

PY - 2016/1/1

Y1 - 2016/1/1

N2 - In this survey we review two topics concerning determinantal (or fermion) point processes. First, we provide the construction of diffusion processes on the space of configurations whose invariant measure is the law of a determinantal point process. Second, we present some algorithms to sample from the law of a determinantal point process on a finite window. Related open problems are listed.

AB - In this survey we review two topics concerning determinantal (or fermion) point processes. First, we provide the construction of diffusion processes on the space of configurations whose invariant measure is the law of a determinantal point process. Second, we present some algorithms to sample from the law of a determinantal point process on a finite window. Related open problems are listed.

U2 - 10.1007/978-3-319-05233-5_10

DO - 10.1007/978-3-319-05233-5_10

M3 - Article

AN - SCOPUS:85014119782

SN - 2039-1471

VL - 7

SP - 311

EP - 342

JO - Bocconi and Springer Series

JF - Bocconi and Springer Series

ER -

Determinantal Point Processes

Abstract

Access to Document

Fingerprint

Cite this