Semi-Supervised Learning via Compact Latent Space Clustering.
Konstantinos KamnitsasDaniel Coelho de CastroLoïc Le FolgocIan WalkerRyutaro TannoDaniel RueckertBen GlockerAntonio CriminisiAditya V. NoriPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- unsupervised learning
- latent space
- semi supervised
- transfer learning
- unlabeled data
- labeled data
- supervised learning
- clustering algorithm
- data points
- probabilistic latent semantic analysis
- manifold learning
- text categorization
- active learning
- gaussian process
- clustering method
- generative model
- k means
- high dimensional data
- distance metric
- latent variables
- machine learning
- training data
- low dimensional
- pattern recognition
- dimensionality reduction
- document clustering
- lower dimensional
- matrix factorization
- nearest neighbor
- cross domain
- gaussian processes
- feature space
- high dimensional
- feature selection