维普期刊资源整合服务平台（V6.5）

维普中文期刊产品整合服务

6篇 您的检索式：作者名="MATSUSHIMA Shin"

选中清除导出查看参考文献查看引证文献引用追踪共1页首页上一页第1页下一页末页 /1 跳转

		题名	作者	年代	出处	被引量
	1	Feature-aware regularization for sparse online learning显示文摘Learning a compact predictive model in an online setting has recently gained a great deal of attention.The combination of online learning with sparsity-inducing regularization enables faster learning with a smaller memory space than the previous learning frameworks.Many optimization methods and learning algorithms have been developed on the basis of online learning with L1-regularization.L1-regularization tends to truncate some types of parameters,such as those that rarely occur or have a small range of values,unless they are emphasized in advance.However,the inclusion of a pre-processing step would make it very difficult to preserve the advantages of online learning.We propose a new regularization framework for sparse online learning.We focus on regularization terms,and we enhance the state-of-the-art regularization approach by integrating information on all previous subgradients of the loss function into a regularization term.The resulting algorithms enable online learning to adjust the intensity of each feature’s truncations without pre-processing and eventually eliminate the bias of L1-regularization.We show theoretical properties of our framework,the computational complexity and upper bound of regret.Experiments demonstrated that our algorithms outperformed previous methods in many classification tasks.	OIWA Hidekazu MATSUSHIMA Shin NAKAGAWA Hiroshi	2014	Science China(Information Sciences)2014，57，5：	2
	2	Characterization of the human p57KIP2 gene: Alternative splicing, insertion/deletion polymorphisms in VNTR sequences in the coding region, and mutational analysis显示文摘	Takashi Tokino Tsutomu Urano Tomohisa Furuhata Mieko Matsushima Takashi Miyatsu Shin Sasaki Yusuke Nakamura	1996	Human Genetics1996，，5：	1
	3	Estimation of S-wave velocity structures in and around the Sendai Basin, Japan, using array records of microtremors显示文摘	TOSHIMI Satoh HIROSHI Kawase Shin'ichi Matsushima	2001	Bulletin of the Seismological Society of America2001，91，2：	1
	4	Thiol isocyanate acrylate ternary networks by selective thiol click chemistry 显示文摘	Matsushima H Shin J Bowman C N	2010	Journal of Polymer Science Part A: Polymer Chemistry2010，48，15：	1
	5	Segmented Polythioure thane Elastomers through Sequential Thiol- Ene and Thiol- Isocyanate Reactions 显示文摘	Shin J Matsushima H ChanJ W	2009	Macromolecules2009，42，9：	1
	6	Segmented polythiourethane elastomers through sequential thiol- ene and thiol - isocyanate reactions 显示文摘	Shin J Matsushima H Chan J W	2009	Macromolecules2009，42，9：	1

返回顶部每页显示：

共1页首页上一页第1页下一页末页 /1 跳转

goolge学术搜索-维普

网站首页 | 关于我们 | 联系我们 | 产品服务 | 客服中心 | 广告服务 | 版权声明 | 网站联盟 | 友情链接 | 售卡网点

版权所有© 渝B2-20050021-1　渝公网安备 50019002500403号　违法和不良信息举报中心

互联网出版许可证新出网证(渝)字10号全国400电话 - 免长途话费