Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm.
Malik TiomokoEkkehard SchnoorMohamed El Amine SeddikIgor ColinAladin VirmauxPublished in: ICML (2022)
Keyphrases
- feature selection
- pattern recognition
- thresholding algorithm
- machine learning
- pattern analysis
- classification accuracy
- support vector
- support vector machine
- decision trees
- classification scheme
- automatic classification
- text classification
- statistical analysis
- cross validation
- classification rules
- machine learning algorithms
- training data
- linear regression
- pattern classification
- feature space
- unsupervised learning
- multi dimensional
- feature vectors
- training set