Hoai An Le Thi

Latest

• Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning
• DCA based Algorithm with Extrapolation for Nonconvex Nonsmooth Optimization
• DCA based approaches for bi-level variable selection and application for estimate multiple sparse covariance matrices
• Advanced Difference-of-Convex functions Algorithms
• Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression
• Group variable selection via L_p,0 regularization and application to optimal scoring
• Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression
• Sparse Covariance Matrix Estimation by DCA-Based Algorithms
• A Novel Approach for Estimating Multiple Sparse Precision Matrices Using L_0,0 Regularization
• DC programming and DCA for sparse Fisher linear discriminant analysis
• Stochastic DCA for the large-sum of non-convex functions problem and its application to group variable selection in classification
• Efficient bi-level variable selection and application to estimation of multiple covariance matrices
• Stochastic DCA for Sparse Multiclass Logistic Regression
• DC programming and DCA for sparse optimal scoring problem
• A DC Programming Approach for Sparse Optimal Scoring
• A DC Programming Approach for Sparse Estimation of a Covariance Matrix
• A dc programming approach for sparse linear discriminant analysis