Estimating Predictive Variances with Kernel Ridge Regression

Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chapelle. Estimating Predictive Variances with Kernel Ridge Regression. In Joaquin Quiñonero Candela, Ido Dagan, Bernardo Magnini, Florence d Alché-Buc, editors, Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual Object Classification and Recognizing Textual Entailment, First PASCAL Machine Learning Challenges Workshop, MLCW 2005, Southampton, UK, April 11-13, 2005, Revised Selected Papers. Volume 3944 of Lecture Notes in Computer Science, pages 56-77, Springer, 2005. [doi]

Abstract

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