Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach

25 September 2018

Papers citing "Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach"

6 / 6 papers shown

Title
How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences Mikolaj Kasprzak Ryan Giordano Tamara Broderick 33 4 0 29 Sep 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 64 197 0 21 Oct 2021
Statistical Guarantees and Algorithmic Convergence Issues of Variational Boosting B. Guha A. Bhattacharya D. Pati 31 2 0 19 Oct 2020
Coupling and Convergence for Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle Raphael Zimmer 79 136 0 01 May 2018
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 86 223 0 06 Mar 2017
Efficient Solution to the 3D Problem of Automatic Wall Paintings Reassembly A. S. Keys Dimitris Arabadjis C. Iacovella Panayiotis Rousopoulos S. Glotzer Michail Panagopoulos Lena Papazoglou-Manioudaki 3DV 65 134 0 10 Oct 2012