Markus Kalisch

2 papers · 2007–2018 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (12) 📈 Trend Setter

Conferences

JMLR (2)

Top co-authors

Johannes Textor (1) Peter Bühlmann (1) Emilija Perkovic (1) Marloes H. Maathuis (1)

Keywords

directed acyclic graph (2) graphical model (2) causal discovery (1) high-dimensional datum (1) covariate adjustment (1) pc algorithm (1) causal inference (1) adjustment criterion (1) structure learning (1)

Papers

Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs JMLR 2018

Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm JMLR 2007