Szafranski, Marie

8 publications

JMLR 2016 Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels Céline Brouard, Marie Szafranski, Florence d'Alché-Buc

ICML 2011 Semi-Supervised Penalized Output Kernel Regression for Link Prediction Céline Brouard, Florence d'Alché-Buc, Marie Szafranski

JMLR 2010 Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary -Mixing Processes Liva Ralaivola, Marie Szafranski, Guillaume Stempfel

MLJ 2010 Composite Kernel Learning Marie Szafranski, Yves Grandvalet, Alain Rakotomamonjy

AISTATS 2009 Chromatic PAC-Bayes Bounds for Non-IID Data Liva Ralaivola, Marie Szafranski, Guillaume Stempfel

ICML 2009 Multiple Indefinite Kernel Learning with Mixed Norm Regularization Matthieu Kowalski, Marie Szafranski, Liva Ralaivola

ICML 2008 Composite Kernel Learning Marie Szafranski, Yves Grandvalet, Alain Rakotomamonjy

NeurIPS 2007 Hierarchical Penalization Marie Szafranski, Yves Grandvalet, Pierre Morizet-mahoudeaux