Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis.
Cécile TrottetManuel SchürchAhmed AllamImon BaruaLiubov PetelytskaOliver DistlerAnna-Maria Hoffmann-VoldMichael KrauthammerEUSTAR collaboratorsPublished in: CoRR (2024)
Keyphrases
- generative model
- semi supervised
- semi supervised learning
- mixture model
- labeled data
- supervised learning
- pairwise
- maximum entropy principle
- discriminative learning
- unlabeled data
- multi view
- active learning
- unsupervised learning
- pairwise constraints
- topic models
- conditional random fields
- co training
- discriminative methods
- generative and discriminative models
- hierarchical hidden markov models
- metric learning
- probabilistic model
- representational power
- clustering algorithm
- computer vision