Online Learning of Acyclic Conditional Preference Networks from Noisy Data.
Fabien LaberniaBruno ZanuttiniBrice MayagFlorian YgerJamal AtifPublished in: ICDM (2017)
Keyphrases
- noisy data
- online learning
- cp nets
- multi attribute
- noise tolerant
- soft constraints
- learning from noisy data
- multiple agents
- utility independence
- missing data
- e learning
- graphical representation
- high dimensionality
- high dimensional
- noise free
- social networks
- missing values
- active learning
- bayesian networks
- np complete
- input data
- preference relations
- intrinsic dimensionality
- training data
- image processing