Jonathan Spence

According to our database, Jonathan Spence authored at least 4 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deep unfolding of MCMC kernels: scalable, modular & explainable GANs for high-dimensional posterior sampling.

Jonathan Spence, Tobías I. Liaudat, Konstantinos Zygalakis, Marcelo Pereyra

CoRR, February, 2026

2025

Learning few-step posterior samplers by unfolding and distillation of diffusion models.

Charlesquin Kemajou Mbakam, Marcelo Pereyra, Jonathan Spence

Trans. Mach. Learn. Res., 2025

2023

Nested Multilevel Monte Carlo with Biased and Antithetic Sampling.

Abdul-Lateef Haji-Ali, Jonathan Spence

CoRR, 2023

2022

Adaptive Multilevel Monte Carlo for Probabilities.

Abdul-Lateef Haji-Ali, Jonathan Spence, Aretha L. Teckentrup

SIAM J. Numer. Anal., August, 2022