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IEEE transactions on intelligent transportation systems (Print)
Many transportation system problems can be formulated as high-dimensional expensive multi-objective problems. They are challenging for Gaussian process-based Bayesian optimization methods to find the Pareto fronts due to the curse of dimensionality and ...
Hongyan Wang, Hua-Hui Xu, Zeqiu Zhang
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Many transportation system problems can be formulated as high-dimensional expensive multi-objective problems. They are challenging for Gaussian process-based Bayesian optimization methods to find the Pareto fronts due to the curse of dimensionality and ...
Hongyan Wang, Hua-Hui Xu, Zeqiu Zhang
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Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning
IEEE Transactions on Emerging Topics in Computational IntelligenceOne main challenge in multi-objective Bayesian optimization of expensive problems is that only a very limited number of fitness evaluations can be afforded. To address the above challenge, this article introduces multisource online transfer learning into
Huiting Li, Yaochu Jin, Tianyou Chai
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On Nonparametric Predictive Inference and Objective Bayesianism
Journal of Logic, Language and Information, 2006F. Coolen
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Objective Bayesian Inference with Applications
2010It is natural to start a review of research frontiers in Bayesian analysis with a discussion of research challenges related to prior choices. In particular, in this chapter we discuss the definition of reference priors in some non-standard settings as well as the use of reference priors to define objective Bayesian testing.
Ming-Hui Chen +4 more
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Objective Bayesianism with predicate languages
Synthese, 2008Jon Williamson
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Bayesian Tracking of Visual Objects
2009Tracking objects in image sequences involves performing motion analysis at the object level, which is becoming an increasingly important technology in a wide range of computer video applications, including video teleconferencing, security and surveillance, video segmentation, and editing.
Nanning Zheng, Jianru Xue
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Two Dogmas of Strong Objective Bayesianism
, 2010Prasanta S. Bandyopadhyay, G. Brittan
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An Objective Justification of Bayesianism II: The Consequences of Minimizing Inaccuracy*
Philosophia Scientiæ, 2010H. Leitgeb, Richard Pettigrew
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