Hoai An Le Thi

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 82

Top Venues

Publications

Hoang Phuc Hau Luu, Hoai Minh Le, Hoai An Le Thi
Markov chain stochastic DCA and applications in deep learning with PDEs regularization. Neural Networks 170 (2024)
Hoai An Le Thi, Tao Pham Dinh
Open issues and recent advances in DC programming and DCA. J. Glob. Optim. 88 (3) (2024)
Hoai An Le Thi, Hoang Phuc Hau Luu, Tao Pham Dinh
Online Stochastic DCA With Applications to Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Yi-Shuai Niu, Hoai An Le Thi, Tao Pham Dinh
On Difference-of-SOS and Difference-of-Convex-SOS Decompositions for Polynomials. SIAM J. Optim. 34 (2) (2024)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh
Minimizing Compositions of Differences-of-Convex Functions with Smooth Mappings. Math. Oper. Res. 49 (2) (2024)
Hoai An Le Thi, Thi-Minh-Tam Nguyen, Tao Pham Dinh
On solving difference of convex functions programs with linear complementarity constraints. Comput. Optim. Appl. 86 (1) (2023)
Van Tuan Pham, Hoai An Le Thi, Hoang Phuc Hau Luu, Pascal Damel
DCA-Based Weighted Bagging: A New Ensemble Learning Approach. ACIIDS (2) (2023)
Thi Tuyet Trinh Nguyen, Hoai An Le Thi, Xuan Vinh Doan
Optimizing Merkle Tree Structure for Blockchain Transactions by a DC Programming Approach. ICCCI (2023)
Van Tuan Pham, Hoang Phuc Hau Luu, Hoai An Le Thi
A Block Coordinate DCA Approach for Large-Scale Kernel SVM. ICCCI (2022)
Hoai An Le Thi, Vinh Thanh Ho
Alternating DCA for reduced-rank multitask linear regression with covariance matrix estimation. Ann. Math. Artif. Intell. 90 (7) (2022)
Tao Pham Dinh, Ngai Van Huynh, Hoai An Le Thi, Vinh Thanh Ho
Alternating DC algorithm for partial DC programming problems. J. Glob. Optim. 82 (4) (2022)
Hoai An Le Thi, Thi Tuyet Trinh Nguyen, Hoang Phuc Hau Luu
A DC programming approach for solving a centralized group key management problem. J. Comb. Optim. 44 (5) (2022)
Hoai An Le Thi, Tao Pham Dinh, Yaroslav D. Sergeyev
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8-10, 2019. J. Glob. Optim. 82 (4) (2022)
Hoai An Le Thi, Hoang Phuc Hau Luu, Hoai Minh Le, Tao Pham Dinh
Stochastic DCA with Variance Reduction and Applications in Machine Learning. J. Mach. Learn. Res. 23 (2022)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh, Hoang Phuc Hau Luu
Stochastic Difference-of-Convex-Functions Algorithms for Nonconvex Programming. SIAM J. Optim. 32 (3) (2022)
Hoai An Le Thi, Duy Nhat Phan, Tao Pham Dinh
DCA based approaches for bi-level variable selection and application for estimate multiple sparse covariance matrices. Neurocomputing 466 (2021)
Hoai An Le Thi, Tao Pham Dinh, Yaroslav D. Sergeyev
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8-10, 2019. Optim. Lett. 15 (7) (2021)
Thi Tuyet Trinh Nguyen, Hoang Phuc Hau Luu, Hoai An Le Thi
Solving a Centralized Dynamic Group Key Management Problem by an Optimization Approach. MCO (2021)
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning. Appl. Math. Comput. 409 (2021)
Hoai An Le Thi, Vinh Thanh Ho
DCA for Gaussian Kernel Support Vector Machines with Feature Selection. MCO (2021)
Thi Hoai Pham, Hoai An Le Thi, Nam Nguyen Canh
Half-open polyblock for the representation of the search region in multiobjective optimization problems: its application and computational aspects. 4OR 19 (1) (2021)
Thanh Nghi Do, Hoai An Le Thi
Training Support Vector Machines for Dealing with the ImageNet Challenging Problem. MCO (2021)
Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh
DCA-based algorithms for DC fitting. J. Comput. Appl. Math. 389 (2021)
Hoai An Le Thi, Vinh Thanh Ho
DCA for online prediction with expert advice. Neural Comput. Appl. 33 (15) (2021)
Vinh Thanh Ho, Hoai An Le Thi
An Alternating DCA-Based Approach for Reduced-Rank Multitask Linear Regression with Covariance Estimation. LION (2020)
Hoai An Le Thi
DC programming and DCA for supply chain and production management: state-of-the-art models and methods. Int. J. Prod. Res. 58 (20) (2020)
Hoai An Le Thi, Vinh Thanh Ho
Online Learning Based on Online DCA and Application to Online Classification. Neural Comput. 32 (4) (2020)
Viet Anh Nguyen, Hoai An Le Thi, Hoai Minh Le
A DCA Based Algorithm for Feature Selection in Model-Based Clustering. ACIIDS (1) (2020)
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression. Neural Networks 132 (2020)
Anh Son Ta, Hoai An Le Thi, Tao Pham Dinh
Solving Efficient Target-Oriented Scheduling in Directional Sensor Networks by DCA. ICCSAMA (2019)
Gabriel Da Silva, Hoai Minh Le, Hoai An Le Thi, Vincent Lefieux, Bach Tran
Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption. WCGO (2019)
Phuong Anh Nguyen, Hoai An Le Thi
A DCA-Based Approach for Outage Constrained Robust Secure Power-Splitting SWIPT MISO System. WCGO (2019)
Bach Tran, Hoai An Le Thi
Deep Clustering with Spherical Distance in Latent Space. ICCSAMA (2019)
Sara Samir, Hoai An Le Thi, Mohammed Yagouni
DCA-Like, GA and MBO: A Novel Hybrid Approach for Binary Quadratic Programs. WCGO (2019)
Sophie Hennequin, Vinh Thanh Ho, Hoai An Le Thi, Hajar Nouinou, Daniel Roy
Industrial Symbioses: Bi-objective Model and Solution Method. WCGO (2019)
Hoai An Le Thi
Collaborative DCA: An intelligent collective optimization scheme, and its application for clustering. J. Intell. Fuzzy Syst. 37 (6) (2019)
Viet Anh Nguyen, Hoai An Le Thi
Online DCA for Times Series Forecasting Using Artificial Neural Network. WCGO (2019)
Phan Duy Nhat, Hoai An Le Thi
Group variable selection via ℓp, 0 regularization and application to optimal scoring. Neural Networks 118 (2019)
Hoai An Le Thi, Vinh Thanh Ho, Tao Pham Dinh
A unified DC programming framework and efficient DCA based approaches for large scale batch reinforcement learning. J. Glob. Optim. 73 (2) (2019)
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression. CoRR (2019)
Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh
DCA with Successive DC Decomposition for Convex Piecewise-Linear Fitting. ICCSAMA (2019)
Sara Samir, Hoai An Le Thi
A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs. ACIIDS (1) (2019)
Yi-Shuai Niu, Joaquim Júdice, Hoai An Le Thi, Pham Dinh Tao
Improved dc programming approaches for solving the quadratic eigenvalue complementarity problem. Appl. Math. Comput. 353 (2019)
Phan Duy Nhat, Hoai Minh Le, Hoai An Le Thi
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression. IJCAI (2018)
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
A DCA-Like Algorithm and its Accelerated Version with Application in Data Visualization. CoRR (2018)
Hoai An Le Thi, Tao Pham Dinh
DC programming and DCA: thirty years of developments. Math. Program. 169 (1) (2018)
Phuong Anh Nguyen, Hoai An Le Thi
A DC Programming Approach for Worst-Case Secrecy Rate Maximization Problem. ICCCI (1) (2018)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh
Convergence Analysis of Difference-of-Convex Algorithm with Subanalytic Data. J. Optim. Theory Appl. 179 (1) (2018)
Hoai An Le Thi, Tao Pham Dinh
Preface. Math. Program. 169 (1) (2018)
Hoai An Le Thi, Ta Anh Son, Tao Pham Dinh
An efficient DCA based algorithm for power control in large scale wireless networks. Appl. Math. Comput. 318 (2018)
Hoai An Le Thi, Manh Cuong Nguyen
DCA based algorithms for feature selection in multi-class support vector machine. Ann. Oper. Res. 249 (1-2) (2017)
Vo Xuanthanh, Bach Tran, Hoai An Le Thi, Tao Pham Dinh
Ramp Loss Support Vector Data Description. ACIIDS (1) (2017)
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
Sparse Covariance Matrix Estimation by DCA-Based Algorithms. Neural Comput. 29 (11) (2017)
Tao Pham Dinh, Vinh Thanh Ho, Hoai An Le Thi
DC programming and DCA for solving Brugnano-Casulli piecewise linear systems. Comput. Oper. Res. 87 (2017)
Phan Duy Nhat, Hoai An Le Thi
A Novel Approach for Estimating Multiple Sparse Precision Matrices Using ℓ0, 0 Regularization. DSAA (2017)
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices. PAKDD (1) (2017)
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification. ICML (2017)
Thi Thuy Tran, Hoai An Le Thi, Tao Pham Dinh
DC programming and DCA for enhancing physical layer security via cooperative jamming. Comput. Oper. Res. 87 (2017)
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
Stochastic DCA for Sparse Multiclass Logistic Regression. ICCSAMA (2017)
Hoai An Le Thi, Phan Duy Nhat
DC programming and DCA for sparse Fisher linear discriminant analysis. Neural Comput. Appl. 28 (9) (2017)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh
Error Bounds Via Exact Penalization with Applications to Concave and Quadratic Systems. J. Optim. Theory Appl. 171 (1) (2016)
Thi-Minh-Tam Nguyen, Hoai An Le Thi
A DC Programming Approach to the Continuous Equilibrium Network Design Problem. ICCSAMA (2016)
Xuan Thanh Vo, Hoai An Le Thi, Tao Pham Dinh
Robust Optimization for Clustering. ACIIDS (2) (2016)
Pascal Damel, Hoai An Le Thi, Nadège Peltre
The challenge in managing new financial risks: adopting an heuristic or theoretical approach. Ann. Oper. Res. 247 (2) (2016)
Hoai An Le Thi, Tao Pham Dinh, Mamadou Thiao
Efficient approaches for ℓ 2-ℓ 0 regularization and applications to feature selection in SVM. Appl. Intell. 45 (2) (2016)
Tao Pham Dinh, Hoai An Le Thi, Viet Nga Pham, Yi-Shuai Niu
DC programming approaches for discrete portfolio optimization under concave transaction costs. Optim. Lett. 10 (2) (2016)
Hoai An Le Thi, Phan Duy Nhat
DC programming and DCA for sparse optimal scoring problem. Neurocomputing 186 (2016)
Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh
Efficient Nonnegative Matrix Factorization by DC Programming and DCA. Neural Comput. 28 (6) (2016)
Mohand Ouanes, Hoai An Le Thi, Ahmed Zidna
New Underestimator for Univariate Global Optimization. MCO (1) (2015)
Thi Thuy Tran, Hoai An Le Thi, Tao Pham Dinh
DC Programming and DCA for a Novel Resource Allocation Problem in Emerging Area of Cooperative Physical Layer Security. ICCSAMA (2015)
Thi Bich Thuy Nguyen, Hoai An Le Thi, Hoai Minh Le, Xuan Thanh Vo
DC Approximation Approach for ℓ0-minimization in Compressed Sensing. ICCSAMA (2015)
Mohand Ouanes, Hoai An Le Thi, Trong Phuc Nguyen, Ahmed Zidna
New quadratic lower bound for multivariate functions in global optimization. Math. Comput. Simul. 109 (2015)
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
A DC Programming Approach for Sparse Estimation of a Covariance Matrix. MCO (1) (2015)
Hoai An Le Thi, Le Hoai Minh, Tao Pham Dinh
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm. Mach. Learn. 101 (1-3) (2015)
Yi-Shuai Niu, Joaquim Júdice, Hoai An Le Thi, Tao Pham Dinh
Solving the Quadratic Eigenvalue Complementarity Problem by DC Programming. MCO (1) (2015)
Vinh Thanh Ho, Zied Hajej, Hoai An Le Thi, Nidhal Rezg
Solving the Production and Maintenance Optimization Problem by a Global Approach. MCO (2) (2015)
Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le, Xuan Thanh Vo
DC approximation approaches for sparse optimization. Eur. J. Oper. Res. 244 (1) (2015)
Hoai An Le Thi, Phan Duy Nhat
A DC Programming Approach for Sparse Optimal Scoring. PAKDD (2) (2015)
Hoai An Le Thi, Duc Manh Nguyen, Tao Pham Dinh
A Based-DC Programming Approach for Planning a Multisensor Multizone Search for a Moving Target. MCO (1) (2015)
Ta Anh Son, Hoai An Le Thi, Trong Sy Ha
Solving Relaxation Orienteering Problem Using DCA-CUT. MCO (1) (2015)
Xuan Thanh Vo, Hoai An Le Thi, Tao Pham Dinh, Bich Thuy Nguyen Thi
DC Programming and DCA for Dictionary Learning. ICCCI (1) (2015)
Thanh Nghi Do, Hoai An Le Thi
Massive Classification with Support Vector Machines. Trans. Comput. Collect. Intell. 18 (2015)
Hoai An Le Thi, Mahdi Moeini
Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm. J. Optim. Theory Appl. 161 (1) (2014)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh, A. Ismael F. Vaz, Luís Nunes Vicente
Globally convergent DC trust-region methods. J. Glob. Optim. 59 (2-3) (2014)
Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh
Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms. Neural Networks 59 (2014)
Tao Pham Dinh, Viet Nga Pham, Hoai An Le Thi
DC Programming and DCA for Portfolio Optimization with Linear and Fixed Transaction Costs. ACIIDS (2) (2014)
Mohammed Yagouni, Hoai An Le Thi
A Collaborative Metaheuristic Optimization Scheme: Methodological Issues. ICCSAMA (2014)
Duc Manh Nguyen, Hoai An Le Thi, Tao Pham Dinh
Solving the Multidimensional Assignment Problem by a Cross-Entropy method. J. Comb. Optim. 27 (4) (2014)
Hoai An Le Thi, Tao Pham Dinh, Moulay Belghiti
DCA based algorithms for multiple sequence alignment (MSA). Central Eur. J. Oper. Res. 22 (3) (2014)
Hoai An Le Thi, Mahdi Moeini
Portfolio Selection Under Buy-In Threshold Constraints Using DC Programming and DCA. CoRR (2014)
Hoai An Le Thi, Ngai Van Huynh, Tao Pham Dinh
DC Programming and DCA for General DC Programs. ICCSAMA (2014)
Hoai An Le Thi, Tao Pham Dinh
DC programming in communication systems: challenging problems and methods. Vietnam. J. Comput. Sci. 1 (1) (2014)
Hoai An Le Thi, Tao Pham Dinh, Le Hoai Minh, Xuan Thanh Vo
DC approximation approaches for sparse optimization. CoRR (2014)
Hoai An Le Thi, Tran Duc Quynh
Optimizing a multi-stage production/inventory system by DC programming based approaches. Comput. Optim. Appl. 57 (2) (2014)
Tao Pham Dinh, Le Hoai Minh, Hoai An Le Thi, Fabien Lauer
A Difference of Convex Functions Algorithm for Switched Linear Regression. IEEE Trans. Autom. Control. 59 (8) (2014)
Hoai An Le Thi, Manh Cuong Nguyen
Self-organizing maps by difference of convex functions optimization. Data Min. Knowl. Discov. 28 (5-6) (2014)
Mahdi Moeini, Hoai An Le Thi
A DC programming approach for constrained two-dimensional non-guillotine cutting problem. CoRR (2014)
Hoai An Le Thi, Tran Duc Quynh
New and efficient algorithms for transfer prices and inventory holding policies in two-enterprise supply chains. J. Glob. Optim. 60 (1) (2014)
Hoai An Le Thi, Pascal Damel, Nadège Peltre, Nguyen Trong Phuc
The Confrontation of Two Clustering Methods in Portfolio Management: Ward's Method Versus DCA Method. ICCSAMA (2014)
Phan Duy Nhat, Manh Cuong Nguyen, Hoai An Le Thi
A DC Programming Approach for Sparse Linear Discriminant Analysis. ICCSAMA (2014)

Hoai An Le Thi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hoai An Le Thi