Marek J. Druzdzel

3 papers · 1999–2016 · 3 venues · across top CS/AI venues

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Achievements

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+3 more ↓

🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🌱 Topic Pioneer

🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer

Venues

AISTATS (1) JMLR (1) PGM (1)

Top co-authors

Jidapa Kraisangka (1) Francisco J. Díez (1) Changhe Yuan (1)

Research topics

Artificial Intelligence (2) Healthcare & Medicine (2) Machine Learning (2) Bayesian & Probabilistic (2) Clinical (2) Optimization & Theory (2)

Keywords

bayesian network (2) probabilistic modeling (1) survival analysis (1) sensitivity specificity (1) cox proportional hazard (1) causal model (1) complexity reduction (1) parent divorcing (1) knowledge fusion (1) knowledge engineering (1) causal inference (1) risk factor (1)

Papers

Making Large Cox’s Proportional Hazard Models Tractable in Bayesian Networks PGM 2016 Combining Knowledge from Different Sources in Causal Probabilistic Models JMLR 2003 Importance Sampling for General Hybrid Bayesian Networks AISTATS 1999