Bayesian inference in high-dimensional models

12 January 2021

Papers citing "Bayesian inference in high-dimensional models"

10 / 10 papers shown

Title
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra Tomoya Wakayama Masaaki Imaizumi 47 1 0 25 May 2023
Maximum a Posteriori Estimation in Graphical Models Using Local Linear Approximation K. Sagar J. Datta Sayantan Banerjee A. Bhadra 14 2 0 13 Mar 2023
Scalable Spike-and-Slab N. Biswas Lester W. Mackey Xiao-Li Meng GP 12 11 0 04 Apr 2022
Variational Bayes for high-dimensional proportional hazards models with applications within gene expression M. Komodromos E. Aboagye Marina Evangelou Sarah Filippi Kolyan Ray 11 9 0 19 Dec 2021
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 34 196 0 21 Oct 2021
Performance of Bayesian linear regression in a model with mismatch Jean Barbier Wei-Kuo Chen D. Panchenko Manuel Sáenz 32 22 0 14 Jul 2021
$Empirical Bayes cumulative $\ell$-value multiple testing procedure for sparse sequences$ Empirical Bayes cumulative $\ell$ -value multiple testing procedure for sparse sequences Kweku Abraham I. Castillo Étienne Roquain 11 6 0 01 Feb 2021
Spike and slab variational Bayes for high dimensional logistic regression Kolyan Ray Botond Szabó Gabriel Clara 15 28 0 22 Oct 2020
Adaptive Bayesian density regression for high-dimensional data Weining Shen S. Ghosal 45 26 0 11 Mar 2014
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 60 217 0 04 Jul 2012