Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation
Sgouritsa, E
Aglietti, V
Teh, Y
Doucet, A
Gretton, A
Chiappa, S
(18 Dec 2024)
Distributional Diffusion Models with Scoring Rules
De Bortoli, V
Galashov, A
Guntupalli, J
Zhou, G
Murphy, K
Gretton, A
Doucet, A
(07 Jul 2025)
Learn to Guide Your Diffusion Model
Galashov, A
Pokle, A
Doucet, A
Gretton, A
Delbracio, M
De Bortoli, V
(01 Oct 2025)
Global Optimization Algorithm through High-Resolution Sampling
Cortild, D
Delplancke, C
Oudjane, N
Peypouquet, J
Transactions on Machine Learning Research
volume 2025-September
(01 Jan 2025)
Krasnoselskii–Mann Iterations: Inertia, Perturbations and Approximation
Cortild, D
Peypouquet, J
Journal of Optimization Theory and Applications
volume 204
issue 2
(22 Feb 2025)
Intrinsic Bottleneck Distance for Merge Trees
Beers, D
Grindstaff, G
(02 Sep 2025)
Multilevel estimation of expected exit times and other functionals of stopped diffusions
Giles, M
Bernal, F
(01 Sep 2018)
Multilevel Monte Carlo Method for Ergodic SDEs without Contractivity
Fang, W
Giles, M
(10 Dec 2018)
Importance Sampling for Pathwise Sensitivity of Stochastic Chaotic Systems
Fang, W
Giles, M
(25 May 2020)
Analysis of nested multilevel Monte Carlo using approximate Normal random variables
Giles, M
Sheridan-Methven, O
(16 Feb 2021)