Latent space projection predictive inference

Latent space projection predictive inference

10 September 2021

Alejandro Catalina

Paul-Christian Bürkner

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Papers citing "Latent space projection predictive inference"

12 / 12 papers shown

Title
Out-of-distribution detection for regression tasks: parameter versus predictor entropy Y. Pequignot Mathieu Alain Patrick Dallaire Alireza Yeganehparast Pascal Germain Josée Desharnais Franccois Laviolette OODD 26 2 0 24 Oct 2020
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models Alejandro Catalina Paul-Christian Bürkner Aki Vehtari 22 28 0 14 Oct 2020
Robust, Accurate Stochastic Optimization for Variational Inference Akash Kumar Dhaka Alejandro Catalina Michael Riis Andersen Maans Magnusson Jonathan H. Huggins Aki Vehtari 54 34 0 01 Sep 2020
Using reference models in variable selection Federico Pavone Juho Piironen Paul-Christian Bürkner Aki Vehtari 23 28 0 27 Apr 2020
Projective Inference in High-dimensional Problems: Prediction and Feature Selection Juho Piironen Markus Paasiniemi Aki Vehtari 57 95 0 04 Oct 2018
Unbiased Implicit Variational Inference Michalis K. Titsias Francisco J. R. Ruiz BDL 97 57 0 06 Aug 2018
Regularized Ordinal Regression and the ordinalNet R Package Mike Wurm P. Rathouz B. Hanlon 49 78 0 15 Jun 2017
Advanced Bayesian Multilevel Modeling with the R Package brms Paul-Christian Bürkner 59 1,908 0 31 May 2017
Variational Inference using Implicit Distributions Ferenc Huszár DRL GAN 160 135 0 27 Feb 2017
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 282 4,793 0 04 Jan 2016
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 313 4,182 0 21 May 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 62 279 0 30 Mar 2015