Suchergebnisse - "DC programming algorithm"

DC Programming Algorithm for Clusterwise Linear L1 Regression von Bagirov, Adil M., Taheri, Sona

“… The aim of this paper is to develop an algorithm for solving the clusterwise linear least absolute deviations regression problem. This problem is formulated as …”
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DC Programming Algorithm for Clusterwise Linear $${{\varvec{L}}}_\mathbf{1}$$ Regression von Bagirov, Adil M., Taheri, Sona

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A generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition von Ma, Jun, Yu, Guolin

“… •A novel generalized adaptive robust distance metric is presented, called Lδ(u).•The Lδ(u) has some desirable salient properties, such as symmetry, …”
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Robust twin support vector regression with correntropy-based metric von Zhang, Min, Zhao, Yifeng, Yang, Liming

“… Machine learning methods have been widely used control and information systems. Robust learning is an important issue in machine learning field. In this work, …”
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Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks von Fu, Min, Zhou, Yong, Shi, Yuanming

“… quadratic programs alternatively. We further develop a novel difference-of-convex (DC) programming algorithm to solve …”
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Over-the-Air Computation via Intelligent Reflecting Surfaces von Jiang, Tao, Shi, Yuanming

“… Over-the-air computation (AirComp) becomes a promising approach for fast wireless data aggregation via exploiting the superposition property in a multiple …”
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Joint Optimization of Power Consumption and Transmission Delay in a Cache-Enabled C-RAN von Bafghi, Ali H. Abdollahi, Mirmohseni, Mahtab, Ashtiani, Farid, Nasiri-Kenari, Masoumeh

“… At last, we solve the problem of joint optimization of data transmission delay and network power consumption using DC programming algorithm …”
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Blind Deconvolution Meets Phase Retrieval in Optical Wireless Communications von Fu, Min, Shi, Yuanming

“… ) programming algorithm to solve the low-rank matrix optimization problem. This is achieved by proposing the DC representation …”
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Free Final-Time Trajectory Optimization for Ramjet Mode of ATR Aircraft by Successive Difference-of-Convex Programming von Deng, Zexiao, Wang, Yan, Liu, Luhua

“… successive DC programming algorithm was proposed …”
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Physical-layer Secret Key Generation with Energy Efficiency Maximization von Feng, Sheng, Cheng, Ying, Li, Guyue, Xiao, Bin, Hu, Aiqun

“… Physical-layer secret key generation (PKG) is an emerging technique for secret key sharing. However, researches on it rarely consider the issue of energy …”
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Asymmetric kernel-based robust classification by ADMM von Ding, Guangsheng, Yang, Liming

“… Correntropy is a locally second-order statistical measure in kernel space. The different kernel functions induce different correntropy with different …”
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Content-Centric Multicast Beamforming in Cache-Enabled Cloud Radio Access Networks von Zhou, Hao, Tao, Meixia, Chen, Erkai, Yu, Wei

“… Multicast transmission and wireless caching are effective ways of reducing air and backhaul traffic load in wireless networks. This paper proposes to …”
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On the convergence analysis of DCA von Yi-Shuai Niu

“… ) programming algorithm (DCA) for both standard DC program and convex constrained DC program. We first discuss suitable assumptions for the well-definiteness of DCA …”
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An Accelerated DC Programming Approach with Exact Line Search for The Symmetric Eigenvalue Complementarity Problem von Yi-Shuai Niu

“… ) programming algorithm based on the exact line search for efficiently solving the Symmetric Eigenvalue Complementarity Problem (SEiCP …”
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Optimal power control in two-tier networks at low-SNR regime von Demir, Uygar, Toker, Cenk, Inaltekin, Hazer

“… This paper considers optimum uplink power control policy that maximizes system capacity without any interference cancellation techniques for HetNets or …”
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Scalable Sparse Optimization in Dense Cloud-RAN von Shi, Yuanming

“… The cloud radio access network (Cloud-RAN) provides a revolutionary way to densify radio access networks, thereby addressing the challenges in the era of …”
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Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks von Fu, Min, Zhou, Yong, Shi, Yuanming

“… quadratic programs alternatively. We further develop a novel difference-of-convex (DC) programming algorithm to solve …”
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Over-the-Air Computation via Intelligent Reflecting Surfaces von Jiang, Tao, Shi, Yuanming

“… Over-the-air computation (AirComp) becomes a promising approach for fast wireless data aggregation via exploiting the superposition property in a multiple …”
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Content-Centric Multicast Beamforming in Cache-Enabled Cloud Radio Access Networks von Zhou, Hao, Tao, Meixia, Chen, Erkai, Yu, Wei

“… Multicast transmission and wireless caching are effective ways of reducing air and backhaul traffic load in wireless networks. This paper proposes to …”
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Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization von Mairal, Julien

“… Majorization-minimization algorithms consist of iteratively minimizing a majorizing surrogate of an objective function. Because of its simplicity and its wide …”
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