Online learning of acyclic conditional preference networks from noisy data

Fabien Labernia; Bruno Zanuttini; Brice Mayag; Florian Yger; Jamal Atif

doi:10.1109/ICDM.2017.34

Conference papers

Online learning of acyclic conditional preference networks from noisy data

Fabien Labernia ^{1, 2} Bruno Zanuttini ³ Brice Mayag ^{1, 2} Florian Yger ^{1, 2} Jamal Atif ^{1, 2}

1 LAMSADE - Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision

2 MILES - Machine Intelligence and Learning Systems

LAMSADE - Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision

3 Equipe MAD - Laboratoire GREYC - UMR6072

GREYC - Groupe de Recherche en Informatique, Image, Automatique et Instrumentation de Caen

Keywords : Hoeffding's bound MILES LAMSADE Noisy preferences Online learning Conditional preference network (CP-net) Preference learning

Document type :

Conference papers

Domain :

Computer Science [cs] / Artificial Intelligence [cs.AI]

Computer Science [cs] / Data Structures and Algorithms [cs.DS]

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