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Yuanzhen Guo

2 papers · 2019–2019 · 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 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) UAI (1)

Top co-authors

Hao Xiong (2) Nicholas Ruozzi (2) Yibo Yang (1)

Research topics

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

Keywords

markov random field (2) approximate inference (1) variational inference (1) belief propagation (1) map inference (1) marginal inference (1) bethe free energy (1) continuous markov random fields (1) mixture distribution (1) gpu computing (1) graphical model (1) gpu acceleration (1) statistical inference (1) continuous graphical model (1)

Papers

Marginal Inference in Continuous Markov Random Fields Using Mixtures AAAI 2019 One-Shot Marginal MAP Inference in Markov Random Fields UAI 2019