Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits.
Robert PeharzSteven LangAntonio VergariKarl StelznerAlejandro MolinaMartin TrappGuy Van den BroeckKristian KerstingZoubin GhahramaniPublished in: CoRR (2020)
Keyphrases
- learning process
- prior knowledge
- active learning
- supervised learning
- background knowledge
- learning systems
- latent variable models
- neural network
- learning scheme
- learning scenarios
- mobile learning
- generative model
- online learning
- probabilistic model
- computational complexity
- knowledge base
- social networks
- learning algorithm