conftrace_

Vanessa Didelez

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (5)

🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

CLEAR (1) JMLR (1) UAI (1)

Top co-authors

Christine W. Bang (2) Janine Witte (1) Leonard Henckel (1) Marloes H. Maathuis (1)

Keywords

causal effect estimation (2) variable selection (1) causal discovery (1) structural learning (1) graphical model (1) directed acyclic graph (1) causal graph (1) markov equivalence class (1) background knowledge (1) covariate adjustment (1) causal inference (1) ida algorithm (1)

Papers

Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets CLEAR 2025 Do we become wiser with time? On causal equivalence with tiered background knowledge UAI 2023 On Efficient Adjustment in Causal Graphs JMLR 2020