posterior concentration
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scholarly journals Posterior concentration and fast convergence rates for generalized Bayesian learning

2020 ◽  
Vol 538 ◽  
pp. 372-383
Author(s):  
Lam Si Tung Ho ◽  
Binh T. Nguyen ◽  
Vu Dinh ◽  
Duy Nguyen
Keyword(s):  
Bayesian Learning ◽  
Convergence Rates ◽  
Fast Convergence ◽  
Posterior Concentration

scholarly journals Posterior concentration for Bayesian regression trees and forests

2020 ◽  
Vol 48 (4) ◽  
pp. 2108-2131
Author(s):  
Veronika Ročková ◽  
Stéphanie van der Pas
Keyword(s):  
Regression Trees ◽  
Bayesian Regression ◽  
Posterior Concentration

scholarly journals Data-driven priors and their posterior concentration rates

2019 ◽  
Vol 13 (2) ◽  
pp. 3049-3081 ◽  
Author(s):  
Ryan Martin ◽  
Stephen G. Walker
Keyword(s):  
Data Driven ◽  
Posterior Concentration

scholarly journals Posterior concentration rates for empirical Bayes procedures with applications to Dirichlet process mixtures

Bernoulli ◽  
2018 ◽  
Vol 24 (1) ◽  
pp. 231-256 ◽  
Author(s):  
Sophie Donnet ◽  
Vincent Rivoirard ◽  
Judith Rousseau ◽  
Catia Scricciolo
Keyword(s):  
Dirichlet Process ◽  
Empirical Bayes ◽  
Dirichlet Process Mixtures ◽  
Bayes Procedures ◽  
Posterior Concentration

scholarly journals Empirical Bayes posterior concentration in sparse high-dimensional linear models

Bernoulli ◽  
2017 ◽  
Vol 23 (3) ◽  
pp. 1822-1847 ◽  
Author(s):  
Ryan Martin ◽  
Raymond Mess ◽  
Stephen G. Walker
Keyword(s):  
Empirical Bayes ◽  
Linear Models ◽  
High Dimensional ◽  
Posterior Concentration

scholarly journals Posterior Concentration Rates for Counting Processes with Aalen Multiplicative Intensities

2017 ◽  
Vol 12 (1) ◽  
pp. 53-87
Author(s):  
Sophie Donnet ◽  
Vincent Rivoirard ◽  
Judith Rousseau ◽  
Catia Scricciolo
Keyword(s):  
Counting Processes ◽  
Posterior Concentration

scholarly journals Posterior concentration rates for mixtures of normals in random design regression

2017 ◽  
Vol 11 (2) ◽  
pp. 4065-4102
Author(s):  
Zacharie Naulet ◽  
Judith Rousseau
Keyword(s):  
Random Design ◽  
Posterior Concentration
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