Search Results - "Difference Convex Programming"
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Joint Resource Allocation for Full-Duplex Ambient Backscatter Communication: A Difference Convex Algorithm
ISSN: 1536-1276, 1558-2248, 1558-2248Published: New York IEEE 01.10.2022Published in IEEE transactions on wireless communications (01.10.2022)“…Nowadays, Ambient Backscatter Communication (AmBC) systems have emerged as a green communication technology to enable massive self-sustainable wireless…”
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On constrained and regularized high-dimensional regression
ISSN: 0020-3157, 1572-9052Published: Tokyo Springer Japan 01.10.2013Published in Annals of the Institute of Statistical Mathematics (01.10.2013)“…High-dimensional feature selection has become increasingly crucial for seeking parsimonious models in estimation. For selection consistency, we derive one…”
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On optimization of cooperative MIMO for underlaid secrecy Industrial Internet of Things
ISSN: 2095-9184, 2095-9230Published: Hangzhou Zhejiang University Press 01.02.2023Published in Frontiers of information technology & electronic engineering (01.02.2023)“…In this paper, physical layer security techniques are investigated for cooperative multi-input multi-output (C-MIMO), which operates as an underlaid cognitive…”
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High-dimensional sign-constrained feature selection and grouping
ISSN: 0020-3157, 1572-9052Published: Tokyo Springer Japan 01.08.2021Published in Annals of the Institute of Statistical Mathematics (01.08.2021)“…In this paper, we propose a non-negative feature selection/feature grouping (nnFSG) method for general sign-constrained high-dimensional regression problems…”
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On Efficient Large Margin Semisupervised Learning: Method and Theory
ISSN: 1532-4435Published: United States 01.03.2009Published in Journal of machine learning research (01.03.2009)“…In classification, semisupervised learning usually involves a large amount of unlabeled data with only a small number of labeled data. This imposes a great…”
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