Representation Learning for Clustering: A Statistical Framework.
Hassan AshtianiShai Ben-DavidPublished in: CoRR (2015)
Keyphrases
- statistical analysis
- learning scheme
- learning problems
- learning process
- learning algorithm
- distributed learning
- learning mechanism
- reinforcement learning
- clustering algorithm
- supervised learning
- unsupervised learning
- probabilistic model
- design principles
- learning tasks
- learning systems
- main contribution
- model selection
- active learning
- pairwise
- clustering method
- generative model
- information theoretic
- online learning
- semi supervised
- categorical data
- knowledge base
- statistical inference
- inference process
- neural network
- data representations