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

, , , и . Neural Networks, (2020)

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Hoai An Le

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Thi Hoai An Nguyen

Thi-Thanh-An Le

Le An

 

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Learning sparse classifiers with difference of convex functions algorithms., и . Optim. Methods Softw., 28 (4): 830-854 (2013)The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems., и . Ann. Oper. Res., 133 (1-4): 23-46 (2005)A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem., и . SIAM J. Optim., 8 (2): 476-505 (1998)Stochastic Difference-of-Convex-Functions Algorithms for Nonconvex Programming., , , и . SIAM J. Optim., 32 (3): 2263-2293 (сентября 2022)New formulations of the multiple sequence alignment problem., и . Optim. Lett., 5 (1): 27-40 (2011)Single straddle carrier routing problem in port container terminals: mathematical model and solving approaches., , и . Int. J. Intell. Inf. Database Syst., 6 (6): 532-554 (2012)Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms., , , и . Neural Comput., 25 (10): 2776-2807 (2013)Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms., , и . Adv. Data Anal. Classif., 1 (2): 85-104 (2007)Sparse semi-supervised support vector machines by DC programming and DCA., , и . Neurocomputing, (2015)DCA with Successive DC Decomposition for Convex Piecewise-Linear Fitting., , и . ICCSAMA, том 1121 из Advances in Intelligent Systems and Computing, стр. 39-51. Springer, (2019)