Automatic Search-Space Compression in System-Level Design Space Exploration Using Deep Generative Models.
Valentina RichthammerMichael GlaßPublished in: SAMOS (2021)
Keyphrases
- generative model
- design space exploration
- search space
- design space
- mixture model
- probabilistic model
- discriminative learning
- prior knowledge
- discriminative models
- search algorithm
- semi supervised
- em algorithm
- deep belief networks
- hierarchical hidden markov models
- computer architecture
- conditional random fields
- multiscale
- generative and discriminative models
- topic models
- unsupervised learning
- maximum entropy principle
- information systems
- machine learning