Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation

18 June 2015

Papers citing "Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation"

14 / 14 papers shown

Title
Gradient-free variational learning with conditional mixture networks Conor Heins Hao Wu Dimitrije Marković Alexander Tschantz Jeff Beck Christopher L. Buckley BDL 31 2 0 29 Aug 2024
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models Tong Ye Shijing Si Jianzong Wang Ning Cheng Zhitao Li Jing Xiao 77 2 0 15 Mar 2023
Easy Variational Inference for Categorical Models via an Independent Binary Approximation M. Wojnowicz Shuchin Aeron Eric L. Miller M. C. Hughes 25 2 0 31 May 2022
Personalized Federated Learning with Gaussian Processes Idan Achituve Aviv Shamsian Aviv Navon Gal Chechik Ethan Fetaya FedML 32 99 0 29 Jun 2021
Bayesian Classifier Fusion with an Explicit Model of Correlation Susanne Trick Constantin Rothkopf FedML 13 3 0 03 Jun 2021
Scalable Cross Validation Losses for Gaussian Process Models M. Jankowiak Geoff Pleiss 20 6 0 24 May 2021
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes Jake C. Snell R. Zemel 33 63 0 20 Jul 2020
Fast Bayesian Estimation of Spatial Count Data Models P. Bansal Rico Krueger D. Graham 21 8 0 07 Jul 2020
Learning Invariances using the Marginal Likelihood Mark van der Wilk Matthias Bauer S. T. John J. Hensman 36 83 0 16 Aug 2018
PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits Bianca Dumitrascu Karen Feng Barbara E. Engelhardt 13 40 0 18 May 2018
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference Scott W. Linderman Gonzalo E. Mena H. Cooper Liam Paninski John P. Cunningham 21 50 0 26 Oct 2017
Tractable Bayesian Density Regression via Logit Stick-Breaking Priors T. Rigon Daniele Durante 19 27 0 11 Jan 2017
Recurrent switching linear dynamical systems Scott W. Linderman Andrew C. Miller Ryan P. Adams David M. Blei Liam Paninski Matthew J. Johnson 36 69 0 26 Oct 2016
Ancestor Sampling for Particle Gibbs Fredrik Lindsten Michael I. Jordan Thomas B. Schon 57 61 0 25 Oct 2012