Statistical physics of unsupervised learning with prior knowledge in neural networks.
Tianqi HouHaiping HuangPublished in: CoRR (2019)
Keyphrases
- statistical physics
- unsupervised learning
- neural network
- prior knowledge
- learning curves
- information theory
- game theory
- belief propagation
- competitive learning
- supervised learning
- deterministic annealing
- data clustering
- prior information
- object recognition
- semi supervised
- machine learning
- expectation maximization
- latent variables
- dimensionality reduction
- information theoretic
- upper bound
- computer science
- cooperative
- learning curve
- average case
- random graphs
- computer vision
- feature selection
- clustering algorithm
- decision trees
- bayesian networks
- bayesian framework
- active learning
- generative model