Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels.
Matthew WillettsStephen J. RobertsChris C. HolmesPublished in: IEEE BigData (2020)
Keyphrases
- unsupervised learning
- sparse coding
- data clustering
- supervised learning
- semi supervised
- semi supervised learning
- supervised classification
- cluster analysis
- self organizing maps
- partially labeled
- minimum message length
- automatic classification
- anomaly detection
- clustering algorithm
- high speed
- dimensionality reduction
- clustering method
- model selection
- k means
- pairwise
- supervised classifiers
- high dimensional
- deep learning
- sparse data
- neural network
- text classification
- machine learning
- learning algorithm
- information theoretic
- probabilistic model
- object recognition
- maximum likelihood