On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models.
Erik NijkampMitch HillTian HanSong-Chun ZhuYing Nian WuPublished in: AAAI (2020)
Keyphrases
- maximum likelihood
- learning algorithm
- learned models
- prior knowledge
- accurate models
- parameter learning
- incremental learning
- learning systems
- learning process
- machine learning algorithms
- markov chain
- statistical models
- bayesian framework
- hidden variables
- bayesian methods
- multi task learning
- training data
- three dimensional
- neural network