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,Stochastic extra-gradient based alternating direction methods for graph-guided regularized minimiza
[期刊论文] 作者：Qiang LAN,Lin-bo QIAO,Yi-jie WANG,
来源：信息与电子工程前沿（英文版） 年份：2018
In this study,we propose and compare stochastic variants of the extra-gradient alteating direction method,named the stochastic extra-gradient alteating directio...
[期刊论文] 作者：Lin-bo QIAO,Bo-feng ZHANG,Jin-shu SU,Xi-cheng LU,
来源：信息与电子工程前沿（英文版） 年份：2017
High dimensional data arising from diverse scientific research fields and industrial development have led to increased interest in sparse leaing due to model pa...
[期刊论文] 作者：Lin-bo QIAO,Bo-feng ZHANG,Jin-shu SU,Xi-cheng LU,,
来源：Frontiers of Information Technology & Electronic Engineering 年份：2017
稀疏学习由于其简约特性和计算优势而获得了越来越多的关注,在具有稀疏性的条件下,许多计算问题可以在实践中得到有效的处理。而结构化稀疏学习则进一步将结构信息进行编码,...
,Block coordinate descent with time perturbation for nonconvex nonsmooth problems in real-world stud
[期刊论文] 作者：Rui LIU,Wei-chu SUN,Tao HOU,Chun-hong HU,Lin-bo QIAO,
来源：信息与电子工程前沿（英文版） 年份：2019
The era of big data in healthcare is here, and this era will significantly improve medicine and especially oncology. However, traditional machine leaing algorit...
[期刊论文] 作者：Meng-long LU,Lin-bo QIAO,Da-wei FENG,Dong-sheng LI,Xi-cheng LU,
来源：信息与电子工程前沿（英文版） 年份：2019
Although conce has been recently expressed with regard to the solution to the non-convex problem, convex optimization is still important in machine leaing, espe...
[期刊论文] 作者：Lei GUAN,Tao SUN,Lin-bo QIAO,Zhi-hui YANG,Dong-sheng LI,Ke-shi GE,Xi-cheng LU,
来源：信息与电子工程前沿（英文版） 年份：2020
Support vector machines (SVMs) have been recognized as a powerful tool to perform linear classification.When combined with the sparsity-inducing nonconvex penal...
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