Christiane Görgen

2 papers · 2016–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

JMLR (1) PGM (1)

Top co-authors

Manuele Leonelli (1) Jim Q. Smith (1)

Keywords

causal inference (1) causal structure (1) sensitivity analysis (1) conditional independence (1) bayesian network (1) gaussian graphical model (1) staged tree (1) differential algebra (1) interpolating polynomial (1) causal manipulation (1)

Papers

Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions JMLR 2020

A Differential Approach to Causality in Staged Trees PGM 2016