Hoai Minh Le

20 papers A* 2Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Markov chain stochastic DCA and applications in deep learning with PDEs regularization.
Neural Networks
Hoang Phuc Hau Luu, Hoai Minh Le, Hoai An Le Thi
2022 — book
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
2022 — ed.
Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 4th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2021, Hanoi, Vietnam, 13-14 December 2021.
MCO
Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le
2022 J jnl
Stochastic DCA with Variance Reduction and Applications in Machine Learning.
J. Mach. Learn. Res.
Hoai An Le Thi, Hoang Phuc Hau Luu, Hoai Minh Le, Tao Pham Dinh
2021 J jnl
Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning.
Appl. Math. Comput.
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
2020 — conf
A DCA Based Algorithm for Feature Selection in Model-Based Clustering.
ACIIDS (1)
Viet Anh Nguyen, Hoai An Le Thi, Hoai Minh Le
2020 — ed.
Advanced Computational Methods for Knowledge Engineering - Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019, Hanoi, Vietnam, December 19-20, 2019
ICCSAMA
Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh, Ngoc Thanh Nguyen
2020 — ed.
Optimization of Complex Systems: Theory, Models, Algorithms and Applications, WCGO 2019, World Congress on Global Optimization, Metz, France, 8-10 July, 2019.
WCGO
Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh
2020 J jnl
Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression.
Neural Networks
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
2019 — conf
Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption.
WCGO
Gabriel da Silva, Hoai Minh Le, Hoai An Le Thi, Vincent Lefieux, Bach Tran
2019 — conf
Reweighted ℓ
ICCSAMA
Hoai Minh Le, Vo Xuanthanh
2019 J jnl
Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression.
CoRR
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
2018 J jnl
A DCA-Like Algorithm and its Accelerated Version with Application in Data Visualization.
CoRR
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
2018 A* conf
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression.
IJCAI
Phan Duy Nhat, Hoai Minh Le, Hoai An Le Thi
2017 — conf
Stochastic DCA for Sparse Multiclass Logistic Regression.
ICCSAMA
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran
2017 A* conf
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification.
ICML
Hoai An Le Thi, Hoai Minh Le, Phan Duy Nhat, Bach Tran
2015 — conf
DC Approximation Approach for ℓ0-minimization in Compressed Sensing.
ICCSAMA
Thi Bich Thuy Nguyen, Hoai An Le Thi, Hoai Minh Le, Xuan Thanh Vo
2015 J jnl
DC approximation approaches for sparse optimization.
Eur. J. Oper. Res.
Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le, Xuan Thanh Vo
2012 J jnl
DCA for solving the scheduling of lifting vehicle in an automated port container terminal.
Comput. Manag. Sci.
Hoai Minh Le, Adnan Yassine, Riadh Moussi
2007 — —
Modélisation et optimisation non convexe basées sur la programmation DC et DCA pour la résolution de certaines classes des problèmes en fouille de données et cryptologie. (The non-convex modeling and optimization based on the DC programming and DCA for the resolution of certain classes of problems in Data Mining and cryptology).
Hoai Minh Le