Handbook of Graphical Models
نویسندگان
چکیده
منابع مشابه
Graphical Models
Statistical applications in fields such as bioinformatics, information retrieval, speech processing, image processing and communications often involve large-scale models in which thousands or millions of random variables are linked in complex ways. Graphical models provide a general methodology for approaching these problems, and indeed many of the models developed by researchers in these appli...
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This is a PhD-level course about how to develop and use probability models. We will study their mathematical properties, algorithms for computing with them, and applications to real problems. We will study both the foundations and modern methods in this field, such as large-scale inference and Bayesian nonparametrics. Our goals are to understand the cutting edge of modern probabilistic modeling...
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Mathematical Modeling and Optimization Institute Task Order 0042, N.Paragios, Y.Chen, and O.Faugeras, Handbook of Mathematical Models in Computer Mathematical Models in Computer Vision, Springer Verlag, (2006), 487-502. Computer Vision: ACCV 2014 (Editors: D. Cremers, I. Reid, H. Saito, M.-S. Chapter in Handbook of Mathematical Models in Computer Vision (Y. Chen O. Translated poisson mixture mo...
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ژورنال
عنوان ژورنال: Journal of the American Statistical Association
سال: 2020
ISSN: 0162-1459,1537-274X
DOI: 10.1080/01621459.2020.1801279