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2012 NIPS NeurIPS 2012

Online Sum-Product Computation Over Trees

🌉 Interdisciplinary Bridge — Artificial Intelligence and Machine Learning and Mathematics & Optimization
🧭 Keyword Pioneer — sum-product algorithm
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio
🐣 Hot Topic Early Bird — message passing

Authors

Mark Herbster , Stephen Pasteris , Fabio Vitale

Topics

Artificial Intelligence > Bayesian & Probabilistic > Probabilistic Modeling Machine Learning > Optimization & Theory > Bayesian Inference Machine Learning > Optimization & Theory > Theory Mathematics & Optimization > Mathematics > Graph Theory Machine Learning > Bayesian & Probabilistic > Probabilistic Modeling Machine Learning > Core Methods > Graphical Models Machine Learning > Optimization & Theory > Probabilistic Modeling Mathematics & Optimization > Optimization > Discrete Optimization Machine Learning > Optimization & Theory > Variational Inference

Keywords

belief propagation probabilistic inference message passing sum-product algorithm tree decomposition graphical model
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