Phan Duy Nhat

14 papers A* 2B 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2019 J jnl
Group variable selection via ℓp, 0 regularization and application to optimal scoring.
Neural Networks
Phan Duy Nhat, Hoai An Le Thi
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 B conf
A Novel Approach for Estimating Multiple Sparse Precision Matrices Using ℓ0, 0 Regularization.
DSAA
Phan Duy Nhat, Hoai An Le Thi
2017 J jnl
DC programming and DCA for sparse Fisher linear discriminant analysis.
Neural Comput. Appl.
Hoai An Le Thi, Phan Duy Nhat
2017 — conf
Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices.
PAKDD (1)
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
2017 J jnl
Sparse Covariance Matrix Estimation by DCA-Based Algorithms.
Neural Comput.
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
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
2016 J jnl
DC programming and DCA for sparse optimal scoring problem.
Neurocomputing
Hoai An Le Thi, Phan Duy Nhat
2016 — —
DCA based algorithms for learning with sparsity in high dimensional setting and stochastical learning. (Algorithmes basés sur la programmation DC et DCA pour l'apprentissage avec la parcimonie et l'apprentissage stochastique en grande dimension).
Phan Duy Nhat
2015 — conf
A DC Programming Approach for Sparse Estimation of a Covariance Matrix.
MCO (1)
Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh
2015 — conf
A DC Programming Approach for Sparse Optimal Scoring.
PAKDD (2)
Hoai An Le Thi, Phan Duy Nhat
2014 — conf
A DC Programming Approach for Sparse Linear Discriminant Analysis.
ICCSAMA
Phan Duy Nhat, Manh Cuong Nguyen, Hoai An Le Thi