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Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression

 Hoai An Le Thi , Hoai Minh Le , Duy Nhat Phan , Bach Tran
Neural Networks, 2020, 132, pp.220-231. ⟨10.1016/j.neunet.2020.08.024⟩
Article dans une revue hal-03063833v1

Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression

 Duy Nhat Phan , Hoai Minh Le , Hoai An Le Thi
27th International Joint Conference on Artificial Intelligence, IJCAI 2018, Jul 2018, Stockholm, Sweden. pp.1369-1375
Communication dans un congrès hal-02570336v1

Advanced Computational Methods for Knowledge Engineering: Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019

 Hoai An Le Thi , Hoai Minh Le , Tao Pham Dinh , Ngoc Thanh Nguyen
Hoai An Le Thi; Hoai Minh Le; Tao Pham Dinh; Ngoc Thanh Nguyen. ICCSAMA 2019, 1121, Springer, 2020, 978-3-030-38364-0. ⟨10.1007/978-3-030-38364-0⟩
Proceedings/Recueil des communications hal-02594264v1

Optimization of Complex Systems: Theory, Models, Algorithms and Applications

 Hoai An Le Thi , Hoai Minh Le , Tao Pham Dinh
Hoai An Le Thi; Hoai Minh Le; Tao Pham Dinh. WCGO 2019, 991, Springer, 2020, 978-3-030-21802-7. ⟨10.1007/978-3-030-21803-4⟩
Proceedings/Recueil des communications hal-02594185v1

New and efficient DCA based algorithms for minimum sum-of-squares clustering

 Hoai An Le Thi , Hoai Minh Le , Tao Pham Dinh
Pattern Recognition, 2014, 47 (1), pp.388 - 401. ⟨10.1016/j.patcog.2013.07.012⟩
Article dans une revue hal-01636670v1

Deterministic and stochastic DCA for DC programming

 Hoai An Le Thi , Tao Pham Dinh , Hoang Phuc Hau Luu , Hoai Minh Le
Springer Handbook of Engineering Statistics, Springer, pp.675-702, 2023, ⟨10.1007/978-1-4471-7503-2_34⟩
Chapitre d'ouvrage hal-03768717v1

Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA

 Hoai Minh Le , Hoai An Le Thi , Tao Pham Dinh
Lecture Notes in Artificial Intelligence (LNAI), Vol. 719, pp.331-340, 2012, ⟨10.1007/978-3-642-28490-8_35⟩
Chapitre d'ouvrage hal-03210985v1

Markov chain stochastic DCA and applications in deep learning with PDEs regularization

 Hoang Phuc Hau Luu , Hoai Minh Le , Hoai An Le Thi
Neural Networks, 2023, 170, pp.149-166. ⟨10.1016/j.neunet.2023.11.032⟩
Article dans une revue hal-04283561v1
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Contribution au développement des méthodes avancées de la programmation DC et DCA pour certaines classes de problèmes d'optimisation non-convexes. Applications en apprentissage automatique

 Hoai Minh Le
Optimization and Control [math.OC]. Université de Lorraine, 2022
HDR tel-03604317v1
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A Difference of Convex Functions Algorithm for Switched Linear Regression

 Tao Pham Dinh , Hoai Minh Le , Hoai An Le Thi , Fabien Lauer
IEEE Transactions on Automatic Control, 2014, ⟨10.1109/TAC.2014.2301575⟩
Article dans une revue hal-00931206v1

Reweighted $\ell _1$ Algorithm for Robust Principal Component Analysis

 Hoai Minh Le , Vo Xuanthanh
Advanced Computational Methods for Knowledge Engineering, Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019, pp.133-142, 2019, 978-3-030-38364-0. ⟨10.1007/978-3-030-38364-0_12⟩
Chapitre d'ouvrage hal-02593759v1

Scheduling of lifting vehicle and quay crane in automated port container terminals

 Le Hoai Minh , Adnan Yassine , Moussi Riadh
International Journal of Intelligent Information and Database Systems, 2012, 6 (6), ⟨10.1504/IJIIDS.2012.050092⟩
Article dans une revue hal-01509853v1

DCA Based Algorithms for Feature Selection in Semi-supervised Support Vector Machines

 Hoai Minh Le , Hoai An Le Thi , Manh Cuong Nguyen
Lecture Notes in Computer Science (LNCS), Vol. 7988, pp.528-542, 2013, ⟨10.1007/978-3-642-39712-7_41⟩
Chapitre d'ouvrage istex hal-03210977v1

Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption

 Gabriel da Silva , Hoai Minh Le , Hoai An Le Thi , Vincent Lefieux , Bach Tran
Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Advances in Intelligent Systems and Computing, 991, pp.893-905, 2020, ⟨10.1007/978-3-030-21803-4_89⟩
Chapitre d'ouvrage hal-02570323v1

DC approximation approaches for sparse optimization

 Hoai An Le Thi , Tao Pham Dinh , Hoai Minh Le , Xuan Thanh Vo
European Journal of Operational Research, 2015, 244 (1), pp.26-46. ⟨10.1016/j.ejor.2014.11.031⟩
Article dans une revue hal-01616997v1

Optimization based DC programming and DCA for hierarchical clustering

 Hoai An Le Thi , Hoai Minh Le , Tao Pham Dinh
European Journal of Operational Research, 2007, 183 (3), pp.1067 - 1085. ⟨10.1016/j.ejor.2005.07.028⟩
Article dans une revue istex hal-01636756v1

DCA for robust principal component analysis

 Hoai Minh Le , Xuan Thanh Vo
Stream: European Working Group: Data Science Meets Optimization. 29th European Conference on Operational Research EURO 2018, Jul 2018, Valencia, Spain. pp.69
Communication dans un congrès hal-03238256v1

An Efficient DCA for Spherical Separation

 Hoai Minh Le , Hoai An Le Thi , Tao Pham Dinh , Ngai van Huynh
Lecture Notes in Artificial Intelligence (LNAI), Vol. 6592, pp.421-431, 2011, ⟨10.1007/978-3-642-20042-7_43⟩
Chapitre d'ouvrage istex hal-03210992v1

DC Approximation Approach for ℓ0-minimization in Compressed Sensing

 Thi Bich Thuy Nguyen , Hoai An Le Thi , Hoai Minh Le , Xuan Thanh Vo
Advanced Computational Methods for Knowledge Engineering. Advances in Intelligent Systems and Computing, 358, pp.37-48, 2015, ⟨10.1007/978-3-319-17996-4_4⟩
Chapitre d'ouvrage hal-03213222v1

Segmentation d'images par la classification floue

 Hoai An Le Thi , Hoai Minh Le , Pham Dinh Tao
Revue de Nouvelles Technologies d'Information, 2008
Article dans une revue hal-03212808v1

A DC programming approach for feature selection in support vector machines learning

 Hoai An Le Thi , Hoai Minh Le , van Vinh Nguyen , Tao Pham Dinh
Advances in Data Analysis and Classification, 2008, 2 (3), pp.259 - 278. ⟨10.1007/s11634-008-0030-7⟩
Article dans une revue hal-01636751v1

DC Programming and DCA for clustering using weighted dissimilarity measures

 Hoai Minh Le , Minh Thuy Ta , Hoai An Le Thi , Tao Pham Dinh
5th NIPS Workshop on Optimization for Machine Learning, 2012, Lake Tahoe, Nevada, United States
Communication dans un congrès hal-03214395v1

Modelling, Computation and Optimization in Information Systems and Management Sciences

 Hoai An Le Thi , Tao Pham Dinh , Hoai Minh Le
Springer International Publishing, 363, 2022, Lecture Notes in Networks and Systems, 978-3-030-92665-6, 978-3-030-92666-3. ⟨10.1007/978-3-030-92666-3⟩
Ouvrages hal-03565111v1

Image Segmentation via Feature Weighted Fuzzy Clustering by a DCA Based Algorithm

 Hoai Minh Le , Thi Bich Thuy Nguyen , Minh Thuy Ta , Hoai An Le Thi
Advanced Computational Methods for Knowledge Engineering, Studies in Computational Intelligence, pp.53-63, 2013, ⟨10.1007/978-3-319-00293-4_5⟩
Chapitre d'ouvrage istex hal-03210963v1

Combined feature selection and classification using DCA

 Hoai An Le Thi , Hoai Minh Le , van Vinh Nguyen , Tao Pham Dinh
2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies, Jul 2008, Ho Chi Minh City, Vietnam. pp.233-239, ⟨10.1109/RIVF.2008.4586361⟩
Communication dans un congrès hal-03210997v1

A combined DCA: GA for constructing highly nonlinear balanced boolean functions in cryptography

 Hoai Minh Le , Hoai An Le Thi , Tao Pham Dinh , Pascal Bouvry
Journal of Global Optimization, 2010, 47 (4), pp.597 - 613. ⟨10.1007/s10898-009-9481-4⟩
Article dans une revue istex hal-01636745v1

Stochastic DCA for Sparse Multiclass Logistic Regression

 Hoai An Le Thi , Hoai Minh Le , Duy Nhat Phan , Bach Tran
Advances in Intelligent Systems and Computing, pp.1-12, 2018, ⟨10.1007/978-3-319-61911-8_1⟩
Chapitre d'ouvrage hal-03210972v1

Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0

 Laurent Heirendt , Sylvain Arreckx , Thomas Pfau , Sebastián Mendoza , Anne Richelle , et al.
Nature Protocols, 2019, 14 (3), pp.639-702. ⟨10.1038/s41596-018-0098-2⟩
Article dans une revue hal-03671009v1

A DCA Based Algorithm for Feature Selection in Model-Based Clustering

 Viet Anh Nguyen , Hoai An Le Thi , Hoai Minh Le
Intelligent Information and Database Systems. Lecture Notes in Computer Science, 12033, pp.404-415, 2020, ⟨10.1007/978-3-030-41964-6_35⟩
Chapitre d'ouvrage hal-02570332v1

Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms

 Hoai An Le Thi , Hoai Minh Le , Tao Pham Dinh
Advances in Data Analysis and Classification, 2007, 1 (2), pp.85 - 104. ⟨10.1007/s11634-007-0011-2⟩
Article dans une revue hal-01636753v1
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