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How can computers distinguish the coherent from the unintelligible, recognize new information in a sentence, or draw inferences from a natural language passage?
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This book constitutes the refereed proceedings of the 12th International Conference on the Theory and Application of Diagrams, Diagrams 2021, held virtually in
Diagrammatic Representation and Inference
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This book constitutes the refereed proceedings of the 11th International Conference on the Theory and Application of Diagrams, Diagrams 2020, held in Tallinn, E
Pattern Theory
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Graphical Models, Exponential Families, and Variational Inference
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The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta