Elizabeth Louise Baker

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (3)

Venues

AISTATS (2) ICML (1) NeurIPS (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)

Research topics

Deep Learning (3) Machine Learning (3) Models (3) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Types (1) Methods (1) Optimization & Theory (1) Probability (1)

Keywords

diffusion bridge (3) score matching (3) diffusion process (2) generative diffusion model (1) infinite-dimensional process (1) discretization equivariant simulation (1) malliavin calculus (1) nonlinear stochastic differential equations (1) score matching objective (1) singular reward (1) time series analysis (1) tweedie score formula (1) operator learning (1) stochastic differential equation (1)

Papers

Conditioning Diffusions Using Malliavin Calculus ICML 2025 Infinite-dimensional Diffusion Bridge Simulation via Operator Learning AISTATS 2025 Score matching for bridges without learning time-reversals AISTATS 2025 Conditioning non-linear and infinite-dimensional diffusion processes NeurIPS 2024