of problems has many applications in variable selections such as the group LASSO and sparse group LASSO. In this paper …

The sparse group lasso optimization problem is solved using a coordinate gradient descent algorithm. The algorithm is … investigate the performance of the multinomial sparse group lasso classifier. On three different real data examples the … including fewer features for the classification. An implementation of the multinomial sparse group lasso algorithm is available …