Statistical Learning Guarantees for Compressive Clustering and Compressive Mixture Modeling.
Rémi GribonvalGilles BlanchardNicolas KerivenYann TraonmilinPublished in: CoRR (2020)
Keyphrases
- statistical learning
- mixture modeling
- compressive sensing
- density estimation
- mixture model
- information theory
- supervised learning
- em algorithm
- model selection
- semi supervised learning
- unsupervised learning
- information theoretic
- machine learning
- clustering algorithm
- clustering method
- image processing
- categorical data
- gaussian mixture model
- probability density function
- feature selection
- probabilistic model
- face recognition
- pattern recognition
- object recognition
- k means
- maximum likelihood
- text mining