60 citations · 111 across the 3 of their papers we have counts for
3 papers
Statistical Inference for Generative Models with Maximum Mean Discrepancy
Francois-Xavier Briol, Alessandro Barp, Andrew B. Duncan +1
While likelihood-based inference and its variants provide a statistically efficient and widely applicable approach to parametric inference, their application to models involving in…
Nonreversible Langevin Samplers: Splitting Schemes, Analysis and Implementation
A. B. Duncan, G. A. Pavliotis, K. C. Zygalakis
For a given target density, there exist an infinite number of diffusion processes which are ergodic with respect to this density. As observed in a number of papers, samplers based…
Noise-induced multistability in chemical systems: Discrete vs Continuum modeling
Andrew Duncan, Shuohao Liao, Tomas Vejchodsky +2
The noisy dynamics of chemical systems is commonly studied using either the chemical master equation (CME) or the chemical Fokker-Planck equation (CFPE). The latter is a continuum…