Baker, Elizabeth Louise

5 publications

TMLR 2026 Scalable Physical Source-to-Field Inference with Hypernetworks Berian James, Stefan Pollok, Ignacio Peis, Elizabeth Louise Baker, Jes Frellsen, Rasmus Bjørk

ICML 2025 Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach, Elizabeth Louise Baker, Carles Domingo-Enrich, George Deligiannidis, Nikolas Nüsken

AISTATS 2025 Infinite-Dimensional Diffusion Bridge Simulation via Operator Learning Gefan Yang, Elizabeth Louise Baker, Michael Lind Severinsen, Christy Anna Hipsley, Stefan Sommer

AISTATS 2025 Score Matching for Bridges Without Learning Time-Reversals Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer

NeurIPS 2024 Conditioning Non-Linear and Infinite-Dimensional Diffusion Processes Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer