Geometric No-U-Turn Samplers: Concepts and Evaluation

Bernardo Williams; Hanlin Yu; Marcelo Hartmann; Arto Klami

Geometric No-U-Turn Samplers: Concepts and Evaluation

Bernardo Williams, Hanlin Yu, Marcelo Hartmann, Arto Klami

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	International Conference On Probabilistic Graphical Models
Redaktörer	J Kwisthout, S Renooij
Antal sidor	21
Förlag	Journal of Machine Learning Research
Utgivningsdatum	2024
Sidor	327-347
Status	Publicerad - 2024
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	International Conference on Probabilistic Graphical Models (PGM) - Nijmegen, Holland Varaktighet: 11 sep. 2024 → 13 sep. 2024 Konferensnummer: 12

Publikationsserier

Namn	Proceedings Of Machine Learning Research
Volym	246
ISSN (elektroniskt)	2640-3498

Vetenskapsgrenar

111 Matematik
113 Data- och informationsvetenskap

Åtkomst av dokument

GeometricSlutlig publicerad version, 1,07 MB

https://proceedings.mlr.press/v246/williams24a.html

Citera det här

@inproceedings{2361a179ba3c4f3baca31787991c6f80,

title = "Geometric No-U-Turn Samplers: Concepts and Evaluation",

keywords = "Hamiltonian Monte Carlo, Markov Chain Monte Carlo, Riemannian Geometry, 111 Mathematics, 113 Computer and information sciences",

author = "Bernardo Williams and Hanlin Yu and Marcelo Hartmann and Arto Klami",

year = "2024",

language = "English",

series = "Proceedings Of Machine Learning Research",

publisher = "Journal of Machine Learning Research",

pages = "327--347",

editor = "J Kwisthout and S Renooij",

booktitle = "International Conference On Probabilistic Graphical Models",

address = "United States",

note = "International Conference on Probabilistic Graphical Models (PGM) ; Conference date: 11-09-2024 Through 13-09-2024",

}

Williams, B , Yu, H , Hartmann, M & Klami, A 2024, Geometric No-U-Turn Samplers: Concepts and Evaluation. i J Kwisthout & S Renooij (red), International Conference On Probabilistic Graphical Models. Proceedings Of Machine Learning Research, vol. 246, Journal of Machine Learning Research, s. 327-347, International Conference on Probabilistic Graphical Models (PGM), Nijmegen, Holland, 11/09/2024. <https://proceedings.mlr.press/v246/williams24a.html>

Geometric No-U-Turn Samplers: Concepts and Evaluation. / Williams, Bernardo ; Yu, Hanlin ; Hartmann, Marcelo et al.
International Conference On Probabilistic Graphical Models. red. / J Kwisthout; S Renooij. Journal of Machine Learning Research, 2024. s. 327-347 (Proceedings Of Machine Learning Research; Vol. 246).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Geometric No-U-Turn Samplers

T2 - International Conference on Probabilistic Graphical Models (PGM)

AU - Williams, Bernardo

AU - Yu, Hanlin

AU - Hartmann, Marcelo

AU - Klami, Arto

N1 - Conference code: 12

PY - 2024

Y1 - 2024

KW - Hamiltonian Monte Carlo

KW - Markov Chain Monte Carlo

KW - Riemannian Geometry

KW - 111 Mathematics

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Proceedings Of Machine Learning Research

SP - 327

EP - 347

BT - International Conference On Probabilistic Graphical Models

A2 - Kwisthout, J

A2 - Renooij, S

PB - Journal of Machine Learning Research

Y2 - 11 September 2024 through 13 September 2024

ER -