Ozgur Sumer

2 papers · 2007–2011 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3)

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Ramgopal R. Mettu (2) Alexander T. Ihler (2) Umut Acar (1) Umut A. Acar (1)

Research topics

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

Keywords

graphical model (2) adaptive inference (2) map inference (1) map estimation (1) exact inference (1) map estimates (1) likelihood estimation (1) marginal computation (1) sum-product algorithm (1) marginal distribution (1) dynamic graph (1) factor graph (1) tree-structured network (1) probabilistic modeling (1) tree-structured bayesian network (1) bayesian inference (1)

Papers

Adaptive Exact Inference in Graphical Models JMLR 2011 Efficient Bayesian Inference for Dynamically Changing Graphs NeurIPS 2007