Robert E. Tillman

2 papers · 2008–2009 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Arthur Gretton (1) Peter Spirtes (1) Clark Glymour (1) David Danks (1)

Research topics

Artificial Intelligence (2) Knowledge & Reasoning (2) Machine Learning (2) Core AI (2) Core Methods (2) Learning Types (2) Reasoning (2) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1)

Keywords

causal inference (2) structure learning (2) causal discovery (2) distributed learning (1) causal structure learning (1) causal structure (1) conditional dependence (1) nonlinear structure learning (1) nonlinear structure (1) graphical model (1) directed acyclic graph (1) hidden variable (1) distributed data (1) structural em (1) additive noise model (1) kernel methods (1) dag structure learning (1) marginal independence (1) overlapping variable (1)

Papers

Nonlinear directed acyclic structure learning with weakly additive noise models NeurIPS 2009 Integrating Locally Learned Causal Structures with Overlapping Variables NeurIPS 2008