Tao Pham Dinh

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 31

Top Venues

ICCSAMA

J. Glob. Optim.

MCO (1)

Comput. Oper. Res.

Joseph Fourier University, Grenoble, France (PHD)

Education History

Joseph Fourier University, Grenoble, France

PHD

Publications

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)
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, 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 Thuy Tran, Hoai An Pham Thi, Tao Pham Dinh, Nhu Tuan Nguyen
DC programming and DCA for enhancing physical layer security via relay beamforming strategies. Optim. Lett. 15 (7) (2021)
Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh
DCA-based algorithms for DC fitting. J. Comput. Appl. Math. 389 (2021)
Anh Son Ta, Hoai An Le Thi, Tao Pham Dinh
Solving Efficient Target-Oriented Scheduling in Directional Sensor Networks by DCA. ICCSAMA (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)
Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh
DCA with Successive DC Decomposition for Convex Piecewise-Linear Fitting. ICCSAMA (2019)
Hoai An Le Thi, Tao Pham Dinh
DC programming and DCA: thirty years of developments. Math. Program. 169 (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)
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, Tao Pham Dinh
Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices. PAKDD (1) (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, 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)
Le Thi Hoai An, Tran Thi Thuy, Tao Pham Dinh, Alain Gély
DC Programming and DCA for Transmit Beamforming and Power Allocation in Multicasting Relay Network. ICCSAMA (2016)
Xuan Thanh Vo, Hoai An Le Thi, Tao Pham Dinh
Robust Optimization for Clustering. ACIIDS (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, Xuan Thanh Vo, Tao Pham Dinh
Efficient Nonnegative Matrix Factorization by DC Programming and DCA. Neural Comput. 28 (6) (2016)
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)
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)
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, Duc Manh Nguyen, Tao Pham Dinh
A Based-DC Programming Approach for Planning a Multisensor Multizone Search for a Moving Target. 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)
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)
Le Thi Hoai An, Manh Cuong Nguyen, Tao Pham Dinh
A DC Programming Approach for Finding Communities in Networks. Neural Comput. 26 (12) (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)
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)
Tao Pham Dinh, Le Thi Hoai An
Recent Advances in DC Programming and DCA. Trans. Comput. Collect. Intell. 13 (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, 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)
Le Thi Hoai An, Duc Manh Nguyen, Tao Pham Dinh
A DC programming approach for planning a multisensor multizone search for a target. Comput. Oper. Res. 41 (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)
Yi-Shuai Niu, Tao Pham Dinh
DC Programming Approaches for BMI and QMI Feasibility Problems. ICCSAMA (2014)
Le Thi Hoai An, Tao Pham Dinh, Xuan Thanh Vo
DC Programming and DCA for Nonnegative Matrix Factorization. ICCCI (2014)
Le Thi Hoai An, Nguyen Quang Thuan, Khoa Tran Phan, Tao Pham Dinh
DC Programming and DCA Based Cross-Layer Optimization in Multi-hop TDMA Networks. ACIIDS (2) (2013)
Le Thi Hoai An, Xuan Thanh Vo, Tao Pham Dinh
Robust Feature Selection for SVMs under Uncertain Data. ICDM (2013)
Le Thi Hoai An, Le Hoai Minh, Tao Pham Dinh, Ngai Van Huynh
Binary classification via spherical separator by DC programming and DCA. J. Glob. Optim. 56 (4) (2013)
Le Hoai Minh, Le Thi Hoai An, Tao Pham Dinh, Ngai Van Huynh
Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms. Neural Comput. 25 (10) (2013)
Yi-Shuai Niu, Tao Pham Dinh, Hoai An Le Thi, Joaquim João Júdice
Efficient DC programming approaches for the asymmetric eigenvalue complementarity problem. Optim. Methods Softw. 28 (4) (2013)
Le Thi Hoai An, Mahdi Moeini, Tao Pham Dinh, Joaquim Júdice
A DC programming approach for solving the symmetric Eigenvalue Complementarity Problem. Comput. Optim. Appl. 51 (3) (2012)
Babacar Mbaye Ndiaye, Le Thi Hoai An, Tao Pham Dinh
Single straddle carrier routing problem in port container terminals: mathematical model and solving approaches. Int. J. Intell. Inf. Database Syst. 6 (6) (2012)
Viet Nga Pham, Le Thi Hoai An, Tao Pham Dinh
Solving Nurse Rostering Problems by a Multiobjective Programming Approach. ICCCI (1) (2012)
Tao Pham Dinh, Yi-Shuai Niu
An efficient DC programming approach for portfolio decision with higher moments. Comput. Optim. Appl. 50 (3) (2011)
Tao Pham Dinh, Nam Nguyen Canh, Hoai An Le Thi
DC programming and DCA for globally solving the value-at-risk. Comput. Manag. Sci. 6 (4) (2009)
Hoai An Le Thi, Mahdi Moeini, Tao Pham Dinh
Portfolio selection under downside risk measures and cardinality constraints based on DC programming and DCA. Comput. Manag. Sci. 6 (4) (2009)
Tao Pham Dinh, Hoai An Le Thi, F. Akoa
Combining DCA (DC Algorithms) and interior point techniques for large-scale nonconvex quadratic programming. Optim. Methods Softw. 23 (4) (2008)
Le Hoai Minh, Le Thi Hoai An, Tao Pham Dinh, Pascal Bouvry
A Deterministic Optimization Approach for Generating Highly Nonlinear Balanced Boolean Functions in Cryptography. HPSC (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tao Pham Dinh