Rebecca Morrison

3 papers · 2017–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer

Conferences

AAAI (1) JMLR (1) NIPS (1)

Top co-authors

Youssef Marzouk (3) Ricardo Baptista (3) Olivier Zahm (1) Sarah Liaw (1)

Keywords

transport map (3) conditional independence (3) non-gaussian distribution (3) structure learning (2) graphical model (2) probabilistic graphical model (2) sparse structure (1) markov random field (1) neighborhood selection (1) local markov property (1) triangular transport (1)

Papers

Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025

Learning Non-Gaussian Graphical Models via Hessian Scores and Triangular Transport JMLR 2024

Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting NIPS 2017