Incorporating Second-Order Functional Knowledge for Better Option Pricing. - Charles Dugas; Yoshua Bengio; François Bélisle; Claude Nadeau; René Garcia (NIPS, 2000)

Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference. - Nicolas Chapados; Yoshua Bengio; Pascal Vincent; Joumana Ghosn; Charles Dugas; Ichiro Takeuchi; Linyan Meng (NIPS, 2001)

Scoring Models for Insurance Risk Sharing Pool Opimization. - Nicolas Chapados; Charles Dugas; Pascal Vincent; Réjean Ducharme (ICDM Workshops, 2008)

Pointwise exact bootstrap distributions of cost curves. - Charles Dugas; David Gadoury (ICML, 2008)

Incorporating Functional Knowledge in Neural Networks. - Charles Dugas; Yoshua Bengio; François Bélisle; Claude Nadeau; René Garcia (J. Mach. Learn. Res., 2009)

Pointwise exact bootstrap distributions of ROC curves. - Charles Dugas; David Gadoury (Mach. Learn., 2010)

A high-order feature synthesis and selection algorithm applied to insurance risk modelling. - Charles Dugas; Nicolas Chapados; Réjean Ducharme; Xavier Saint-Mleux; Pascal Vincent (Int. J. Bus. Intell. Data Min., 2011)