Dirichlet-Laplace priors for optimal shrinkage

21 January 2014

Natesh S. Pillai

Papers citing "Dirichlet-Laplace priors for optimal shrinkage"

30 / 30 papers shown

Title
Bayesian Joint Additive Factor Models for Multiview Learning Niccolò Anceschi F. Ferrari David B. Dunson Himel Mallick 33 1 0 02 Jun 2024
The ARR2 prior: flexible predictive prior definition for Bayesian auto-regressions David Kohns Noa Kallioinen Yann McLatchie Aki Vehtari 22 0 0 30 May 2024
Adaptive Bayesian Predictive Inference in High-dimensional Regerssion Veronika Rockova 11 0 0 05 Sep 2023
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra Tomoya Wakayama Masaaki Imaizumi 60 1 0 25 May 2023
Hierarchical shrinkage Gaussian processes: applications to computer code emulation and dynamical system recovery T. Tang Simon Mak David B. Dunson 34 4 0 01 Feb 2023
An extension of the Unified Skew-Normal family of distributions and application to Bayesian binary regression P. Onorati B. Liseo 43 3 0 07 Sep 2022
Intuitive Joint Priors for Bayesian Linear Multilevel Models: The R2D2M2 prior Javier Enrique Aguilar Paul-Christian Bürkner 9 25 0 15 Aug 2022
Bayesian Sparse Gaussian Mixture Model in High Dimensions Dapeng Yao Fangzheng Xie Yanxun Xu 38 1 0 21 Jul 2022
BayesMix: Bayesian Mixture Models in C++ Mario Beraha Bruno Guindani Matteo Gianella A. Guglielmi 21 2 0 17 May 2022
Scalable Spike-and-Slab N. Biswas Lester W. Mackey Xiao-Li Meng GP 35 11 0 04 Apr 2022
Sparse Linear Mixed Model Selection via Streamlined Variational Bayes Emanuele Degani Luca Maestrini Dorota Toczydlowska M. Wand 22 1 0 13 Oct 2021
A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants K. Posch Christian Truden P. Hungerländer J. Pilz 11 27 0 26 May 2020
Transport Monte Carlo: High-Accuracy Posterior Approximation via Random Transport L. Duan OT 39 11 0 24 Jul 2019
Fast Markov chain Monte Carlo for high dimensional Bayesian regression models with shrinkage priors Rui Jin Aixin Tan 27 8 0 16 Mar 2019
Projective Inference in High-dimensional Problems: Prediction and Feature Selection Juho Piironen Markus Paasiniemi Aki Vehtari 30 94 0 04 Oct 2018
BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint Jiyang Xie Zhanyu Ma Guoqiang Zhang Jing-Hao Xue Jen-Tzung Chien Zhiqing Lin Jun Guo 16 3 0 08 Jul 2018
Efficient sampling for Gaussian linear regression with arbitrary priors P. R. Hahn Jingyu He H. Lopes 11 32 0 14 Jun 2018
Nearly optimal Bayesian Shrinkage for High Dimensional Regression Qifan Song F. Liang 22 76 0 24 Dec 2017
Targeted Random Projection for Prediction from High-Dimensional Features Minerva Mukhopadhyay David B. Dunson 31 15 0 06 Dec 2017
The Inverse Gamma-Gamma Prior for Optimal Posterior Contraction and Multiple Hypothesis Testing Ray Bai M. Ghosh 15 7 0 12 Oct 2017
Bayes Shrinkage at GWAS scale: Convergence and Approximation Theory of a Scalable MCMC Algorithm for the Horseshoe Prior J. Johndrow Paulo Orenstein A. Bhattacharya 39 23 0 02 May 2017
Sparse Bayesian vector autoregressions in huge dimensions G. Kastner Florian Huber 29 92 0 11 Apr 2017
Estimation and Inference on Nonlinear and Heterogeneous Effects Marc Ratkovic D. Tingley 20 11 0 16 Mar 2017
Bayesian sparse multiple regression for simultaneous rank reduction and variable selection Antik Chakraborty A. Bhattacharya Bani Mallick 31 26 0 02 Dec 2016
Bayesian Sparse Linear Regression with Unknown Symmetric Error Minwoo Chae Lizhen Lin David B. Dunson 33 15 0 06 Aug 2016
Uncertainty quantification for the horseshoe S. V. D. Pas Botond Szabó A. van der Vaart 38 73 0 07 Jul 2016
Prediction risk for the horseshoe regression A. Bhadra J. Datta Yunfan Li Nicholas G. Polson Brandon T. Willard 14 16 0 16 May 2016
Bayesian Variable Selection for Skewed Heteroscedastic Response Libo Wang Yuanyuan Tang D. Sinha D. Pati S. Lipsitz 22 3 0 29 Feb 2016
Fast sampling with Gaussian scale-mixture priors in high-dimensional regression A. Bhattacharya Antik Chakraborty Bani Mallick 35 176 0 15 Jun 2015
High-dimensional generalized linear models and the lasso Sara van de Geer 196 749 0 04 Apr 2008