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» The Inference Problem: A Survey
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CEC
2007
IEEE
15 years 7 months ago
Bayesian inference in estimation of distribution algorithms
— Metaheuristics such as Estimation of Distribution Algorithms and the Cross-Entropy method use probabilistic modelling and inference to generate candidate solutions in optimizat...
Marcus Gallagher, Ian Wood, Jonathan M. Keith, Geo...
80
Voted
DASFAA
2007
IEEE
163views Database» more  DASFAA 2007»
15 years 7 months ago
Protecting Individual Information Against Inference Attacks in Data Publishing
In many data-publishing applications, the data owner needs to protect sensitive information pertaining to individuals. Meanwhile, certain information is required to be published. T...
Chen Li, Houtan Shirani-Mehr, Xiaochun Yang
CPAIOR
2008
Springer
15 years 2 months ago
Efficient Haplotype Inference with Combined CP and OR Techniques
Abstract. Haplotype inference has relevant biological applications, and represents a challenging computational problem. Among others, pure parsimony provides a viable modeling appr...
Ana Graça, João Marques-Silva, In&ec...
IJCAI
2007
15 years 2 months ago
Exploiting Inference Rules to Compute Lower Bounds for MAX-SAT Solving
In this paper we present a general logical framework for (weighted) MAX-SAT problem, and study properties of inference rules for branch and bound MAX-SAT solver. Several rules, wh...
Han Lin, Kaile Su
113
Voted
JMLR
2010
132views more  JMLR 2010»
14 years 7 months ago
Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence
The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean...
Qiang Wu, Justin Guinney, Mauro Maggioni, Sayan Mu...