Representation Learning for Clustering: A Statistical Framework.
Hassan AshtianiShai Ben-DavidPublished in: UAI (2015)
Keyphrases
- learning process
- design principles
- active learning
- supervised learning
- online learning
- learning algorithm
- distributed learning
- main contribution
- learning scheme
- learning systems
- fuzzy clustering
- automatically discovering
- learning mechanism
- statistical inference
- visual representation
- inference process
- data sets
- learning tasks
- self organizing maps
- background knowledge
- statistical analysis
- unsupervised learning
- probabilistic model
- object recognition
- clustering algorithm
- neural network