On the Anatomy of MCMC-based Maximum Likelihood Learning of Energy-Based Models.
Erik NijkampMitch HillTian HanSong-Chun ZhuYing Nian WuPublished in: CoRR (2019)
Keyphrases
- maximum likelihood
- learning algorithm
- learning tasks
- three dimensional
- reinforcement learning
- learning process
- prior knowledge
- supervised learning
- online learning
- learning models
- learning systems
- accurate models
- hidden variables
- statistical models
- posterior probability
- em algorithm
- probabilistic model
- multi task learning
- parameter learning
- structured prediction
- neural network