Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models

5 December 2019

Papers citing "Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models"

14 / 14 papers shown

Title
Disentangling and Learning Robust Representations with Natural Clustering Javier Antorán A. Miguel CoGe OOD CML DRL 65 19 0 27 Jan 2019
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors S. Ghosh Jiayu Yao Finale Doshi-Velez BDL UQCV 59 78 0 13 Jun 2018
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches Yeming Wen Paul Vicol Jimmy Ba Dustin Tran Roger C. Grosse BDL 75 314 0 12 Mar 2018
Disentangled Sequential Autoencoder Yingzhen Li Stephan Mandt CoGe 76 272 0 08 Mar 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 74 1,356 0 16 Feb 2018
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 112 352 0 28 Nov 2017
Model Selection in Bayesian Neural Networks via Horseshoe Priors S. Ghosh Finale Doshi-Velez BDL 82 120 0 29 May 2017
A simple sampler for the horseshoe estimator E. Makalic Daniel F. Schmidt 84 238 0 17 Aug 2015
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 139 4,070 0 16 Jul 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 905 9,364 0 06 Jun 2015
Weight Uncertainty in Neural Networks Charles Blundell Julien Cornebise Koray Kavukcuoglu Daan Wierstra UQCV BDL 194 1,894 0 20 May 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 101 279 0 30 Mar 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 486 16,916 0 20 Dec 2013
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory Sumio Watanabe 156 2,395 0 14 Apr 2010