Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs.
Michael KirchhofEnkelejda KasneciSeong Joon OhPublished in: CoRR (2023)
Keyphrases
- learning process
- learning algorithm
- uncertain data
- active learning
- online learning
- state space
- supervised learning
- background knowledge
- probabilistic knowledge
- probabilistic reasoning
- incremental learning
- learning tasks
- information theoretic
- learning systems
- unsupervised learning
- collaborative learning
- artificial neural networks
- training data
- information systems