A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning.
Mohanad AbukmeilStefano FerrariAngelo GenoveseVincenzo PiuriFabio ScottiPublished in: ACM Comput. Surv. (2021)
Keyphrases
- generative model
- discriminative learning
- exploratory data analysis
- prior knowledge
- supervised learning
- probabilistic model
- learning algorithm
- deep belief networks
- unsupervised learning
- conditional random fields
- representational power
- learning process
- weakly supervised
- discriminative methods
- predictive modeling
- reinforcement learning
- training data