A hybrid stochastic optimization framework for composite nonconvex optimization
Tran-Dinh, Quoc, Pham, Nhan H., Phan, Dzung T., Nguyen, Lam M.
Published in Mathematical programming (01.02.2022)
Published in Mathematical programming (01.02.2022)
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Journal Article
Learning with tensors: a framework based on convex optimization and spectral regularization
Signoretto, Marco, Tran Dinh, Quoc, De Lathauwer, Lieven, Suykens, Johan A. K.
Published in Machine learning (01.03.2014)
Published in Machine learning (01.03.2014)
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Journal Article
An Inexact Interior-Point Lagrangian Decomposition Algorithm with Inexact Oracles
Liu, Deyi, Tran-Dinh, Quoc
Published in Journal of optimization theory and applications (01.06.2020)
Published in Journal of optimization theory and applications (01.06.2020)
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Journal Article
Composite convex optimization with global and local inexact oracles
Sun, Tianxiao, Necoara, Ion, Tran-Dinh, Quoc
Published in Computational optimization and applications (01.05.2020)
Published in Computational optimization and applications (01.05.2020)
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Journal Article
An adaptive primal-dual framework for nonsmooth convex minimization
Tran-Dinh, Quoc, Alacaoglu, Ahmet, Fercoq, Olivier, Cevher, Volkan
Published in Mathematical programming computation (01.09.2020)
Published in Mathematical programming computation (01.09.2020)
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Journal Article
Minimization of a class of rare event probabilities and buffered probabilities of exceedance
Budhiraja, Amarjit, Lu, Shu, Yu, Yang, Tran-Dinh, Quoc
Published in Annals of operations research (01.07.2021)
Published in Annals of operations research (01.07.2021)
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Journal Article