A path towards quantum advantage in training deep generative models with quantum annealers.
Walter WinciLorenzo BuffoniHossein SadeghiAmir KhoshamanEvgeny AndriyashMohammad H. AminPublished in: Mach. Learn. Sci. Technol. (2020)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- mixture model
- prior knowledge
- discriminative models
- object categories
- discriminatively trained
- em algorithm
- representational power
- conditional random fields
- semi supervised
- hierarchical hidden markov models
- image segmentation
- discriminative learning
- generative and discriminative models
- semi supervised learning
- restricted boltzmann machine
- information retrieval
- training set
- training data
- feature selection