Craig Saunders

Ridge Regression Learning Algorithm in Dual Variables

Craig Saunders, Alex Gammerman, Vladimir Vovk · ePrints Soton (University of Southampton) · 1998 · 803 citations · Full text

Computing, Computer Science, Data Science +17

Kernel-Based Learning of Hierarchical Multilabel Classification Models

Juho Rousu, Craig Saunders, Sándor Szedmák et al. · ePrints Soton (University of Southampton) · 2006 · 247 citations · Full text

Computing, Computer Science, Machine Learning +15

Machine-Learning Applications of Algorithmic Randomness

Vladimir Vovk, Alex Gammerman, Craig Saunders · ePrints Soton (University of Southampton) · 1999 · 156 citations · Full text

Computing, Computer Science, Algorithms +3

Support Vector Machine Reference Manual

Craig Saunders, Weston Stitson Mo, Schölkopf Bottou L et al. · ePrints Soton (University of Southampton) · 1998 · 143 citations · Full text

Computing, Computer Engineering, Computer Science +11

Transduction with Confidence and Credibility

Craig Saunders, Alex Gammerman, Vladimir Vovk · ePrints Soton (University of Southampton) · 1999 · 142 citations · Full text

Computing, Computer Science, Data Science +13