On Contrastive Learning for Likelihood-free Inference.
Conor DurkanIain MurrayGeorge PapamakariosPublished in: CoRR (2020)
Keyphrases
- online learning
- learning process
- learning algorithm
- incremental learning
- posterior probability
- learning systems
- learning tasks
- grammatical inference
- inference process
- learning problems
- empirical studies
- prior knowledge
- higher education
- machine learning
- maximum likelihood
- latent variables
- supervised learning
- probabilistic model
- inductive learning
- learning analytics
- probabilistic inference
- inductive inference
- efficient learning
- active learning
- markov logic