Pradeep Singh

Integrated Feature Selection for classification and Representation Learning with Group-Lasso Siamese Networks

The Least Absolute Shrinkage and Selection Operator (Lasso) has been widely employed for feature selection in linear models and has also been extended to multi-layer perceptron (MLP) networks for both feature and group feature selection. Group-Lasso has also been used in feature selection using feed-forward neural netw...