Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability

20 October 2023

Papers citing "Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability"

5 / 5 papers shown

Title
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference Jiayi Huang Sangwoo Park Osvaldo Simeone 67 2 0 03 Jan 2025
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models Louis Sharrock J. Simons Song Liu Mark Beaumont DiffM 48 33 0 10 Oct 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 213 1,277 0 02 Sep 2022
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 96 180 0 12 Jan 2021
MCMC using Hamiltonian dynamics Radford M. Neal 130 3,260 0 09 Jun 2012