Energy Discrepancies: A Score-Independent Loss for Energy-Based Models

Energy Discrepancies: A Score-Independent Loss for Energy-Based Models

12 July 2023

Tobias Schröder

Sebastian J. Vollmer

Andrew B. Duncan

Papers citing "Energy Discrepancies: A Score-Independent Loss for Energy-Based Models"

8 / 8 papers shown

Title
Learning Energy-Based Models by Self-normalising the Likelihood Hugo Senetaire Paul Jeha Pierre-Alexandre Mattei J. Frellsen 38 0 0 10 Mar 2025
Deep Optimal Sensor Placement for Black Box Stochastic Simulations Paula Cordero-Encinar Tobias Schröder P. Yatsyshin Andrew Duncan 45 0 0 15 Oct 2024
Training Discrete Energy-Based Models with Energy Discrepancy Tobias Schröder Zijing Ou Yingzhen Li Andrew B. Duncan 22 0 0 14 Jul 2023
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy Xingtu Liu Andrew B. Duncan Axel Gandy 35 7 0 28 Apr 2023
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model Zhisheng Xiao Tian Han 55 15 0 19 Sep 2022
Towards Healing the Blindness of Score Matching Mingtian Zhang Oscar Key Peter Hayes David Barber Brooks Paige F. Briol MedIm 55 14 0 15 Sep 2022
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 86 222 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 107 324 0 09 Feb 2016