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Bayesian optimal stopping problems with partial information
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Bayesian methods for autonomous learning systems
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Penalized portfolio optimization
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Bayesian hierarchical models in genetic association studies
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Bayesian multilevel quantile regression for longitudinal data
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Bayesian hierarchical and joint modeling of the reversal learning task
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Obtaining breath alcohol concentration from transdermal alcohol concentration using Bayesian approaches
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Nonparametric estimation of an unknown probability distribution using maximum likelihood and Bayesian approaches
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Robot life-long task learning from human demonstrations: a Bayesian approach
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The essays on the optimal information revelation, and multi-stop shopping
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BRIM: A performance-based Bayesian model to identify use-error risk levels in medical devices
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Incorporating uncertainty in design parameters: a hybrid classical-Bayesian power analysis approach for two-level cluster randomized trials
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Empirical methods in control and optimization
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Population modeling and Bayesian estimation for the deconvolution of blood alcohol concentration from transdermal alcohol biosensor data
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Design and use of a biomimetic tactile microvibration sensor with human-like sensitivity and its application in texture discrimination using Bayesian exploration
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Data-driven optimization for indoor localization
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Online learning algorithms for network optimization with unknown variables
Parameter estimation to infer injector-producer relationships in oil fields: from hybrid constrained nonlinear optimization to inference in probabilistic graphical model
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Optimizing penalized and constrained loss functions with applications to large-scale internet media selection
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A Bayesian framework of 2D image correspondence and 3D
Precision-based sample size reduction for Bayesian experimentation using Markov chain simulation
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Handling attacker’s preference in security domains: robust optimization and learning approaches
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Computational aspects of optimal information revelation
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Using multi-level Bayesian hierarchical model to detect related multiple SNPs within multiple genes to disease risk
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Multi-population optimal change-point detection
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