Elizabeth Louise Baker

13 papers A* 2A 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable physical source-to-field inference with hypernetworks.
Trans. Mach. Learn. Res.
Berian James, Stefan Pollok, Ignacio Peis, Elizabeth Louise Baker, Jes Frellsen, Rasmus Bjørk
2026 J jnl
Supervised Guidance Training for Infinite-Dimensional Diffusion Models.
CoRR
Elizabeth Louise Baker, Alexander Denker, Jes Frellsen
2025 A* conf
Conditioning Diffusions Using Malliavin Calculus.
ICML
Jakiw Pidstrigach, Elizabeth Louise Baker, Carles Domingo-Enrich, George Deligiannidis, Nikolas Nüsken
2025 J jnl
Conditioning Diffusions Using Malliavin Calculus.
CoRR
Jakiw Pidstrigach, Elizabeth Louise Baker, Carles Domingo-Enrich, George Deligiannidis, Nikolas Nüsken
2025 A conf
Infinite-dimensional Diffusion Bridge Simulation via Operator Learning.
AISTATS
Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer
2025 A conf
Score matching for bridges without learning time-reversals.
AISTATS
Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer
2025 J jnl
Stochastics of shapes and Kunita flows.
CoRR
Stefan Sommer, Gefan Yang, Elizabeth Louise Baker
2024 A* conf
Conditioning non-linear and infinite-dimensional diffusion processes.
NeurIPS
Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer
2024 J jnl
Conditioning non-linear and infinite-dimensional diffusion processes.
CoRR
Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer
2024 J jnl
Score matching for bridges without time-reversals.
CoRR
Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer
2024 J jnl
Simulating infinite-dimensional nonlinear diffusion bridges.
CoRR
Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer
2023 — conf
A Function Space Perspective on Stochastic Shape Evolution.
SCIA (2)
Elizabeth Louise Baker, Thomas Besnier, Stefan Sommer
2023 J jnl
A function space perspective on stochastic shape evolution.
CoRR
Elizabeth Louise Baker, Thomas Besnier, Stefan Sommer