Annealed Importance Sampling with q-Paths

Published at UAI 2021 https://arxiv.org/abs/2107.00745 Annealed importance sampling (AIS) is the gold standard for estimating partition functions or marginal likelihoods, corresponding to importance sampling over a path of distributions between a tractable base and an unnormalized target. While AIS...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Brekelmans, Rob, Masrani, Vaden, Bui, Thang, Wood, Frank, Galstyan, Aram, Steeg, Greg Ver, Nielsen, Frank
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!