Elizabeth Louise Baker

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (2) ICML (1) NIPS (1)

Top co-authors

Stefan Sommer (3) Christy Anna Hipsley (2) Gefan Yang (2) Carles Domingo-Enrich (1) George Deligiannidis (1) Nikolas Nüsken (1) Moritz Schauer (1) Jakiw Pidstrigach (1) Michael L. Severinsen (1) Michael Lind Severinsen (1)

Keywords

time series analysis (1) score matching (1) stochastic differential equation (1) generative diffusion model (1) infinite-dimensional process (1)

Papers

Score matching for bridges without learning time-reversals AISTATS 2025

Infinite-dimensional Diffusion Bridge Simulation via Operator Learning AISTATS 2025

Conditioning Diffusions Using Malliavin Calculus ICML 2025

Conditioning non-linear and infinite-dimensional diffusion processes NIPS 2024