Deep Clustering: On the Link Between Discriminative Models and K-Means.
Mohammed JabiMarco PedersoliAmar MiticheIsmail Ben AyedPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- k means
- discriminative models
- clustering algorithm
- clustering method
- data clustering
- generative model
- spectral clustering
- document clustering
- cluster analysis
- semi supervised learning
- discriminative learning
- probabilistic boosting tree
- conditional random fields
- expectation maximization
- probabilistic model
- object recognition
- learning tasks
- higher order
- image features
- language modeling
- decision trees