Gibbs posterior concentration rates under sub-exponential type losses

8 December 2020

Papers citing "Gibbs posterior concentration rates under sub-exponential type losses"

16 / 16 papers shown

Title
Predictive performance of power posteriors Yann McLatchie Edwin Fong David T. Frazier Jeremias Knoblauch 56 2 0 16 Aug 2024
Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration Masahiro Tanaka 75 0 0 08 May 2024
Generalized Posterior Calibration via Sequential Monte Carlo Sampler Masahiro Tanaka 98 2 0 25 Apr 2024
Valid and efficient imprecise-probabilistic inference with partial priors, III. Marginalization Ryan Martin 93 9 0 23 Sep 2023
Empirical Bayes inference in sparse high-dimensional generalized linear models Yiqi Tang Ryan Martin 90 3 0 14 Mar 2023
Valid and efficient imprecise-probabilistic inference with partial priors, II. General framework Ryan Martin 85 16 0 26 Nov 2022
Sampling algorithms in statistical physics: a guide for statistics and machine learning Michael F Faulkner Samuel Livingstone 57 7 0 09 Aug 2022
Statistical inference of random graphs with a surrogate likelihood function Dingbo Wu Fangzheng Xie 70 2 0 04 Jul 2022
On the Computational Complexity of Metropolis-Adjusted Langevin Algorithms for Bayesian Posterior Sampling Rong Tang Yun Yang 65 5 0 13 Jun 2022
Deep Bootstrap for Bayesian Inference Lizhen Nie Veronika Rockova UQCV BDL 179 3 0 30 May 2022
Bernstein - von Mises theorem and misspecified models: a review N. Bochkina 74 9 0 28 Apr 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 193 206 0 21 Oct 2021
Gibbs posterior inference on a Levy density under discrete sampling Zhe Wang Ryan Martin 80 4 0 14 Sep 2021
Calibrating generalized predictive distributions Pei-Shien Wu Ryan Martin 100 8 0 04 Jul 2021
Posterior consistency for the spectral density of non-Gaussian stationary time series Yifu Tang Claudia Kirch J. Lee R. Meyer 105 2 0 01 Mar 2021
Gibbs posterior inference on multivariate quantiles Indrabati Bhattacharya Ryan Martin 118 21 0 03 Feb 2020