"Knowledge Compilation for Model Counting: Affine Decision Trees" Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis and Samuel Thomas 23rd International Joint Conference in Artificial Intelligence (IJCAI-13), to appear, 2013
"Rounding Methods for Discrete Linear Classification" Yann Chevaleyre, Frédéric Koriche and Jean-Daniel Zucker 30th International Conference on Machine Learning (ICML 2013), to appear, 2013
"Modèles d'Apprentissage Artificiel (french)" Antoine Cornuéjols, Frédéric Koriche, Laurent Miclet et Richard Nock Panorama de l'intelligence artificielle, Ses bases méthodologiques, ses développements, Volume 1, Chapitre 9, à paraître, 2012
"Relational Networks of Conditional Preferences" Frédéric Koriche Machine Learning, Volume 89, pages 233-255, 2012
"Learning Ordinal Preferences on Multiattribute Domains: the Case of CP-nets" Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, and Bruno Zanuttini Preference Learning, Johanes Fürnkranz and Eyke Hüllermeier (Eds.), Springer Book Series, 2011
"Relational Networks of Conditional Preferences (ILP'11 Slides)" Frédéric Koriche 21st International Conference on Inductive Logic Programming, 2011
"Learning Conditional Preference Networks" Frédéric Koriche and Bruno Zanuttini Artificial Intelligence, Volume 174, Issue 11, Pages 685-703, 2010
"Learning Conditional Preference Networks with Queries" Frederic Koriche and Bruno Zanuttini 21th International Joint Conference in Artificial Intelligence (IJCAI-09), pages 1930-1935, 2009 IJCAI Distinguished Paper Award
"Learning to Assign Degrees of Belief in Relational Domains" Frederic Koriche Machine Learning, Volume 73, Issue 1, pages 25-53, 2008
"Online Rule Learning via Weighted Model Counting" Frederic Koriche 18th European Conference on Artificial Intelligence (ECAI'08), 2008
"Learning to Assign Degrees of Belief in Relational Domains (ILP'07 Slides)" Frederic Koriche 17th International Conference on Inductive Logic Programming, 2007
"Acquiring Constraint Networks Using a SAT-based Version Space Algorithm" Christian Bessiere, Remi Coletta, Frederic Koriche and Barry O' Sullivan 21th National Conference on Artificial Intelligence (AAAI'06), pages 1565-1568, 2006
"Online Closure-Based Learning of Relational Theories" Frederic Koriche 15th International Conference on Inductive Logic Programming (ILP'05), pages 172-189, 2005
"A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems" Christian Bessiere, Remi Coletta, Frederic Koriche and Barry O' Sullivan 16th European Conference on Machine Learning (ECML'05), pages 23-34, 2005
"Bias Windowing for Relational Learning" Frederic Koriche 16th European Conference on Artificial Intelligence (ECAI'04). pages 495-499, 2004
"Robust DNF Learning via Inductive Belief Merging" Frederic Koriche and Joel Quinqueton 16th European Conference on Machine Learning (ECML'03). pages 229-240, 2003