Search Results - "DC (Difference of Convex functions) programming and DCA (DC Algorithms)"

DCA based algorithms for feature selection in multi-class support vector machine by Le Thi, Hoai An, Nguyen, Manh Cuong

“… (Difference of Convex functions) programming and DCA (DC Algorithms) are investigated. The first is DC approximation via several sparse inducing functions and the second is an exact reformulation approach using penalty techniques…”
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Sparse semi-supervised support vector machines by DC programming and DCA by Le, Hoai Minh, Le Thi, Hoai An, Nguyen, Manh Cuong

“… Two continuous approaches based on DC (Difference of Convex functions) programming and DCA (DC Algorithms) are developed…”
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DC programming and DCA for solving Brugnano–Casulli piecewise linear systems by Pham Dinh, Tao, Ho, Vinh Thanh, Le Thi, Hoai An

“… A new and efficient optimization approach based on DC (Difference of Convex functions…”
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DC programming and DCA for sparse optimal scoring problem by Le Thi, Hoai An, Phan, Duy Nhat

“… (Difference of Convex functions) programming and DCA (DC Algorithms). The experimental results…”
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Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm by Le Thi, Hoai An, Moeini, Mahdi

“… Attempting to use DC (Difference of Convex functions) programming and DCA (DC Algorithms), an efficient approach in non-convex programming framework…”
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DC programming and DCA: thirty years of developments by Le Thi, Hoai An, Pham Dinh, Tao

“…The year 2015 marks the 30th birthday of DC (Difference of Convex functions) programming and DCA (DC Algorithms…”
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Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning by Le Thi, Hoai An, Le, Hoai Minh, Phan, Duy Nhat, Tran, Bach

“… (Difference of Convex functions) programming and DCA (DC Algorithm).•We first develop a standard DCA scheme especially dealing with the very specific structure of this problem…”
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Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms by Thi, Hoai An Le, Le, Hoai Minh, Dinh, Tao Pham

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Alternating DC algorithm for partial DC programming problems by Pham Dinh, Tao, Huynh, Van Ngai, Le Thi, Hoai An, Ho, Vinh Thanh

“…DC (Difference of Convex functions) programming and DCA (DC Algorithm) play a key role in nonconvex programming framework…”
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DCA based approaches for bi-level variable selection and application for estimate multiple sparse covariance matrices by Le Thi, Hoai An, Phan, Duy Nhat, Pham Dinh, Tao

“…•Two new models via new regularizations for bi-level variable selection are considered.•The first uses the mixed zero norm and the second is the combined…”
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Efficient Nonnegative Matrix Factorization by DC Programming and DCA by Le Thi, Hoai An, Vo, Xuan Thanh, Dinh, Tao Pham

“… Two approaches based on DC (difference of convex functions) programming and DCA (DC algorithm) are developed. The first approach follows the alternating framework…”
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A DC programming approach for finding communities in networks by Le Thi, Hoai An, Nguyen, Manh Cuong, Dinh, Tao Pham

“… In this letter, we propose a fast and scalable algorithm called DCAM, based on DC (difference of convex function…”
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Online Learning Based on Online DCA and Application to Online Classification by Le Thi, Hoai An, Ho, Vinh Thanh

“…We investigate an approach based on DC (Difference of Convex functions) programming and DCA (DC Algorithm…”
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New and efficient DCA based algorithms for minimum sum-of-squares clustering by Hoai An, Le Thi, Hoai Minh, Le, Tao, Pham Dinh

“…The purpose of this paper is to develop new efficient approaches based on DC (Difference of Convex functions…”
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Alternating DCA for reduced-rank multitask linear regression with covariance matrix estimation by Le Thi, Hoai An, Ho, Vinh Thanh

“…We study a challenging problem in machine learning that is the reduced-rank multitask linear regression with covariance matrix estimation. The objective is to…”
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Network utility maximisation: A DC programming approach for Sigmoidal utility function by Le Thi Hoai An, Pham Dinh Tao

“… Our method is based on DC (Difference of Convex functions) programming and DCA (DC Algorithms) which have been successfully applied to many large-scale…”
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An efficient DCA based algorithm for power control in large scale wireless networks by Le Thi, Hoai An, Ta, Anh Son, Pham Dinh, Tao

“… In this paper, we propose an efficient method based on DC (Difference of Convex functions) programming and DCA (DC Algorithm…”
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DCA for online prediction with expert advice by Le Thi, Hoai An, Ho, Vinh Thanh

“…We investigate DC (Difference of Convex functions) programming and DCA (DC Algorithm) for a class of online learning techniques, namely prediction with expert advice…”
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Solving Many to many multicast QoS routing problem using DCA and proximal decomposition technique by Ta Anh Son, Le Thi Hoai An, Pham Dinh Tao, Khadraoui, D.

“…MULTICAST gives an efficient way to transfer data from a source to all the member of a multicast group. The Multicast Quality of Service (QoS) routing problem…”
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Solving Multicast QoS Routing Problem in the Context V2I Communication Services Using DCA by Ta Anh Son, Le Thi Hoai An, Khadraoui, Djamel, Pham Dinh Tao

“…) and then investigate a new solution method based on DC (Difference of Convex functions) programming and DCA (DC Algorithms…”
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