Érudit documents and data repository (Érudit Consortium, University of Montreal)

No Unbiased Estimator of the Variance of K-Fold Cross-Validation

Yoshua Bengio, Yves Grandvalet · 2003 · 708 citations · Full text

Computing, Computer Science, Machine Learning +14

The MIDAS Touch: Mixed Data Sampling Regression Models

Éric Ghysels, Pedro Santa‐Clara, Rossen Valkanov · 2004 · 574 citations · Full text

Social Sciences, Economics, Finance +17

Inference for the Generalization Error

Yoshua Bengio, Claude Nadeau · 1999 · 487 citations · Full text

Natural Sciences, Biostatistics, Experimental Design +16

Efficient Non-Parametric Function Induction in Semi-Supervised Learning

Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux · 2004 · 175 citations · Full text

Computing, Computer Science, Mathematics +10

Incorporating Second-Order Functional Knowledge for Better Option Pricing

François Bélisle, Yoshua Bengio, Charles Dugas et al. · 2002 · 148 citations · Full text

Computing, Computer Science, Mathematics +9