Local Sensitivity of Bayesian Networks to Multiple Simultaneous Parameter Shifts

DOI10.1007/978-3-319-11433-0_5zbMath1430.68260OpenAlexW198565092MaRDI QIDQ2938394

Janneke H. Bolt, Silja Renooij

Publication date: 14 January 2015

Published in: Probabilistic Graphical Models (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-11433-0_5

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

Related Items (3)

Balanced sensitivity functions for tuning multi-dimensional Bayesian network classifiers ⋮ The YODO algorithm: an efficient computational framework for sensitivity analysis in Bayesian networks ⋮ A geometric characterization of sensitivity analysis in monomial models

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