Avi Pfeffer

3 papers · 2003–2018 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🏆 Keyword Champion

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Venues

AISTATS (1) NAACL (1) NeurIPS (1)

Top co-authors

Brian Ruttenberg (1) William Kretschmer (1) Leonid Peshkin (1) Alison OConnor (1) Charlie Frogner (1) Virginia Savova (1)

Research topics

Artificial Intelligence (2) Bayesian & Probabilistic · Artificial Intelligence (2) Core AI (2) Machine Learning (1) Bayesian & Probabilistic · Machine Learning (1) Core Methods (1) Optimization & Theory (1)

Keywords

graphical model (2) factored inference (2) mutual information (1) variable decomposition (1) probabilistic reasoning (1) stochastic process (1) probabilistic programming (1) model decomposition (1) approximate inference (1) dynamic bayesian network (1) belief propagation (1)

Papers

Structured Factored Inference for Probabilistic Programming AISTATS 2018 Discovering Weakly-Interacting Factors in a Complex Stochastic Process NeurIPS 2007 Bayesian Nets for Syntactic Categorization of Novel Words NAACL 2003