Bayesiansk statistik
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Multi-Level Bayesian Models for Environment Perception (Bog, Hardback, Engelsk)Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered.
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Uncertainty Quantification in Variational Inequalities: Theory, Numerics, and Applications (Bog, Paperback / softback, Engelsk)The primary objective of this book is to present a comprehensive treatment of uncertainty quantification in... Læs mere
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Variational Methods for Machine Learning with Applications to Deep Networks (Bog, Hardback, Engelsk)This book provides a straightforward look at the concepts, algorithms and advantages of Bayesian Deep Learning and Deep Generative Models.
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Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume II, Part II: Contributions to Probability Theory (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability, Volume III: Probability Theory Pt. 2 (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability, Volume III: Probability Theory Pt. 2 (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Bayesian Inference: Theory, Methods, Computations (Bog, Hardback, Engelsk)This book provides a comprehensive coverage of the fundamentals of Bayesian inference from all important perspectives, namely theory, methods and computations. All theoretical results are presented as formal theorems, corollaries, lemmas etc., furnished with detailed proofs.
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Bayesian Inference: Theory, Methods, Computations (Bog, Paperback / softback, Engelsk)This book provides a comprehensive coverage of the fundamentals of Bayesian inference from all important perspectives, namely theory, methods and computations. All theoretical results are presented as formal theorems, corollaries, lemmas etc., furnished with detailed proofs.
Levering: 6 - 9 hverdage -
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Bayesian Machine Learning in Geotechnical Site Characterization (Bog, Hardback, Engelsk)This presents recent advancements in probabilistic geotechnical site characterization. It reviews probability theories and models for... Læs mere
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Bayesian Social Science Statistics: From the Very Beginning (Bog, Paperback / softback, Engelsk)In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from... Læs mere
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Bayesian Social Science Statistics: From the Very Beginning (Bog, Hardback, Engelsk)In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from... Læs mere
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The Statistical Analysis of Small Data Sets (Bog, Paperback / softback, Engelsk)This book offers advice on the statistical analysis of small data sets (which are often used for ethical, financial, or practical reasons) for various designs... Læs mere
Levering: 6 - 9 hverdage
