Articles with "understanding constraints" as a keyword



Understanding the Constraints in Maximum Entropy Methods for Modeling and Inference

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Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2022.3185394

Abstract: The principle of maximum entropy, developed more than six decades ago, provides a systematic approach to modeling inference, and data analysis grounded in the principles of information theory, Bayesian probability and constrained optimization. Since its… read more here.

Keywords: modeling inference; understanding constraints; maximum entropy; constraints maximum ... See more keywords