StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations.
Amir ZadehSantiago BenoitLouis-Philippe MorencyPublished in: CoRR (2021)
Keyphrases
- linear equations
- generative model
- deep belief networks
- probabilistic model
- mixture model
- discriminatively trained
- linear systems
- prior knowledge
- discriminative learning
- discriminative models
- restricted boltzmann machine
- hierarchical hidden markov models
- generative and discriminative models
- neural network
- object categories
- maximum entropy principle
- gauss seidel method
- topic models
- machine learning
- em algorithm
- conditional random fields
- unsupervised learning
- expectation maximization
- supervised learning
- object detection
- semi supervised
- training set
- training examples
- hierarchical models
- deep learning
- structured prediction
- representational power
- labelled data
- hidden markov models