Conditionally conjugate mean-field variational Bayes for logistic models

v1v2 (latest)

Conditionally conjugate mean-field variational Bayes for logistic models

19 November 2017

Daniele Durante

ArXiv (abs)PDF HTML

Papers citing "Conditionally conjugate mean-field variational Bayes for logistic models"

19 / 19 papers shown

Title
Variational Bayesian Bow tie Neural Networks with Shrinkage Alisa Sheinkman Sara Wade BDL UQCV 100 0 0 17 Nov 2024
Optimal lower bounds for logistic log-likelihoods Niccolò Anceschi T. Rigon Giacomo Zanella Daniele Durante 61 1 0 14 Oct 2024
Skew-symmetric approximations of posterior distributions Francesco Pozza Daniele Durante Botond Szabó 77 2 0 21 Sep 2024
Gradient-free variational learning with conditional mixture networks Conor Heins Hao Wu Dimitrije Marković Alexander Tschantz Jeff Beck Christopher L. Buckley BDL 88 3 0 29 Aug 2024
Decentralised Variational Inference Frameworks for Multi-object Tracking on Sensor Network Qing Li Runze Gan S. Godsill 129 0 0 24 Aug 2024
Scalable expectation propagation for generalized linear models Niccolò Anceschi A. Fasano Beatrice Franzolini Giovanni Rebaudo 81 0 0 02 Jul 2024
Logistic Variational Bayes Revisited M. Komodromos Marina Evangelou Sarah Filippi BDL 50 0 0 02 Jun 2024
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection Francisco M. Castro-Macías Pablo Morales-Álvarez Yunan Wu Rafael Molina Aggelos K. Katsaggelos 28 2 0 21 Mar 2024
Fast Variational Inference for Bayesian Factor Analysis in Single and Multi-Study Settings Blake Hansen Alejandra Avalos-Pacheco Massimiliano Russo Roberta De Vito 107 5 0 22 May 2023
Skewed Bernstein-von Mises theorem and skew-modal approximations Daniele Durante Francesco Pozza Botond Szabó 110 12 0 08 Jan 2023
Structured Optimal Variational Inference for Dynamic Latent Space Models Penghui Zhao A. Bhattacharya D. Pati Bani Mallick BDL 78 1 0 29 Sep 2022
Bayesian non-conjugate regression via variational message passing C. Castiglione M. Bernardi 44 0 0 19 Jun 2022
Easy Variational Inference for Categorical Models via an Independent Binary Approximation M. Wojnowicz Shuchin Aeron Eric L. Miller M. C. Hughes 53 2 0 31 May 2022
Statistical optimality and stability of tangent transform algorithms in logit models I. Ghosh A. Bhattacharya D. Pati 37 3 0 25 Oct 2020
Fast Bayesian Estimation of Spatial Count Data Models P. Bansal Rico Krueger D. Graham 84 8 0 07 Jul 2020
Stratified stochastic variational inference for high-dimensional network factor model E. Aliverti Massimiliano Russo BDL 46 8 0 25 Jun 2020
Scalable and Accurate Variational Bayes for High-Dimensional Binary Regression Models A. Fasano Daniele Durante Giacomo Zanella 69 31 0 15 Nov 2019
A nested expectation-maximization algorithm for latent class models with covariates Daniele Durante A. Canale T. Rigon TPM 38 5 0 10 May 2017
Tractable Bayesian Density Regression via Logit Stick-Breaking Priors T. Rigon Daniele Durante 79 27 0 11 Jan 2017