Semi-Supervised Learning via Compact Latent Space Clustering.
Konstantinos KamnitsasDaniel Coelho de CastroLoïc Le FolgocIan WalkerRyutaro TannoDaniel RueckertBen GlockerAntonio CriminisiAditya V. NoriPublished in: ICML (2018)
Keyphrases
- semi supervised learning
- unsupervised learning
- latent space
- semi supervised
- transfer learning
- unlabeled data
- labeled data
- dimensionality reduction
- supervised learning
- probabilistic latent semantic analysis
- clustering algorithm
- k means
- active learning
- machine learning
- text categorization
- gaussian process
- training data
- latent variables
- clustering method
- distance metric
- low dimensional
- high dimensional data
- data points
- generative model
- learning tasks
- high dimensionality
- spectral clustering
- lower dimensional
- decision trees
- data sets