Florence d'Alché-Buc

structured output prediction · time-serie modeling · biological network inference · large scale kernel methods · semi-supervised learning · trees and tree-based methods · ensemble methods · deep kernel architectures · functional regression · few shot learning · conditional quantile regression · representation learning · kernel approximation · multitask learning · kernel learning · operator-valued kernels · structured prediction · computational biololgy · Ordinary Differential Equation estimation · dynamical biological system · kernel methods