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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
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Which tribe does Probabilistic Graphical Models fall under?
Based on this paper (Qi, Szummer, and Minka. 2005. Bayesian Conditional Random Fields):
In this paper, we propose Bayesian Conditional Random Fields (BCRF), a novel Bayesian approach to training a …