Complementary-Label Learning for Arbitrary Losses and Models.
Takashi IshidaGang NiuAditya Krishna MenonMasashi SugiyamaPublished in: ICML (2019)
Keyphrases
- learning process
- accurate models
- learning tasks
- learning algorithm
- knowledge acquisition
- online learning
- prior knowledge
- probabilistic model
- learned models
- learning systems
- learning models
- data sets
- structured prediction
- dynamic bayesian networks
- hidden variables
- classification models
- linear regression
- learning scenarios
- learning problems
- decision trees
- statistical models
- background knowledge
- complex systems
- unsupervised learning
- lower bound