Improving Gradient-guided Nested Sampling for Posterior Inference

Improving Gradient-guided Nested Sampling for Posterior Inference

6 December 2023

Nikolay Malkin

Laurence Perreault Levasseur

Papers citing "Improving Gradient-guided Nested Sampling for Posterior Inference"

12 / 12 papers shown

Title
Resonances in reflective Hamiltonian Monte Carlo Namu Kroupa Gábor Csányi Will Handley 19 0 0 16 Apr 2025
From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training Julius Berner Lorenz Richter Marcin Sendera Jarrid Rector-Brooks Nikolay Malkin OffRL 54 3 0 10 Jan 2025
Adaptive teachers for amortized samplers Minsu Kim Sanghyeok Choi Taeyoung Yun Emmanuel Bengio Leo Feng Jarrid Rector-Brooks Sungsoo Ahn Jinkyoo Park Nikolay Malkin Yoshua Bengio 49 2 0 02 Oct 2024
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications Joshua Albert Csaba Balazs A. Fowlie Will Handley Nicholas Hunt-Smith Roberto Ruiz de Austri Martin White 22 2 0 27 Sep 2024
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets Dominic Phillips F. Cipcigan 34 3 0 28 Aug 2024
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities Tara Akhound-Sadegh Jarrid Rector-Brooks A. Bose Sarthak Mittal Pablo Lemos ... Siamak Ravanbakhsh Gauthier Gidel Yoshua Bengio Nikolay Malkin Alexander Tong DiffM 27 41 0 09 Feb 2024
Improved off-policy training of diffusion samplers Marcin Sendera Minsu Kim Sarthak Mittal Pablo Lemos Luca Scimeca Jarrid Rector-Brooks Alexandre Adam Yoshua Bengio Nikolay Malkin OffRL 59 16 0 07 Feb 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 13 3 0 06 Feb 2024
GFlowNets and variational inference Nikolay Malkin Salem Lahlou T. Deleu Xu Ji J. E. Hu Katie Everett Dinghuai Zhang Yoshua Bengio BDL 127 77 0 02 Oct 2022
Nested sampling for physical scientists G. Ashton N. Bernstein Johannes Buchner Xi Chen Gábor Csányi ... Leah F. South J. Veitch Philipp Wacker D. Wales David Yallup 18 75 0 31 May 2022
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 145 165 0 31 Jan 2022
MCMC using Hamiltonian dynamics Radford M. Neal 130 3,260 0 09 Jun 2012