Convergence rate of kernel canonical correlation analysis

来源 :中国科学：数学英文版 | 被引量 : 0次 | 上传用户：zhangshuai5365

【摘要】

：

内核正规关联分析(CCA ) 是 CCA 的非线性的扩展，它瞄准提取二个随机的变量分享的信息。它在许多地里有宽应用，例如信息检索。这份报纸在怎么选择规则化参数上的一些近似条件和

【作者】

：

CAI Jia SUN HongWei

【机构】

：

SchoolofMathematicsandComputationalScience,SchoolofScience

【出处】

：

中国科学：数学英文版

【发表日期】

：

2011年10期

【关键词】

：

【基金项目】

：

supported by National Natural Science Foundation of China (Grant Nos. 11001247, 11071276)

下载到本地 , 更方便阅读

下载此文赞助VIP

声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架

论文部分内容阅读

内核正规关联分析(CCA ) 是 CCA 的非线性的扩展，它瞄准提取二个随机的变量分享的信息。它在许多地里有宽应用，例如信息检索。这份报纸在怎么选择规则化参数上的一些近似条件和一些建议下面给集中率内核 CCA 的分析。结果证明集中率仅仅取决于二个参数：规则化参数的率和紧缩的操作符 V 的特征值的腐烂率 YX，和它给内核 CCA 的更好的理解。

其他文献

Some results on strongly regular graphs from unions of cyclotomic classes

在这份报纸，我们由使用 cyclotomic 班和索引 2 高斯和的工会在有限的地上构造强烈常规的图的一些家庭。强烈常规的图的新无限的家庭被发现。

期刊

强正则图工会高斯和有限域无限族strongly regular graphs restricted eigenvalues index 2 Gau

On filter-successive linearization methods for nonlinear semidefinite programming

In this paper we present a filter-successive linearization method with trust region for solutions of nonlinear semidefinite programming. Such a method is based

期刊

SEMIDEFINITEPROGRAMMINGnonlinearoptimizationsuccessiveLINEARIZATIONMETHOD

A proximal point algorithm revisit on the alternating direction method of multipliers

The alternating direction method of multipliers(ADMM)is a benchmark for solving convex programming problems with separable objective functions and linear constr

期刊

交替方向法邻近点算法乘子法应用程序PPA线性约束目标函数对偶问题alternating direction method of multipli

Arithmetic of Shimura curves

This is the note for a series of lectures that the author gave at the Centre de Recerca Matemtica (CRM), Bellaterra, Barcelona, Spain on October 19–24, 2009.

期刊

ShimuraCURVESCM-pointsL-SERIESShimura curvesCM-pointsL-series

Every Banach space with a w*-separable dual has a 1+ε-equivalent norm with the ball covering propert

A normed space is said to have ball-covering property if its unit sphere can be contained in the union of countably many open balls off the origin. This paper s

期刊

ball-coveringPROPERTYrenormingBANACHspaceball-covering property renorming

Convergence rates for reversible Markov chains without the assumption of nonnegative definite matric

Explicit convergence rates in geometric and strong ergodicity for denumerable discrete time Markov chains with general reversible transition matrices are obtain

期刊

MarkovchainspectraltheoryconvergencerateGEOMETRICERGODICITYstrongERGODI

Evaluating returns to scale and congestion by production possibility set in intersection form

This research proposes a new method to estimate returns to scale(RTS) of decision making units(DM Us) with multiple inputs and outputs.The state of return to sc

期刊

设置形式生产规模路口拥塞返回评价充分必要条件RTSDEA production possibility set intersection for

The socle of the last term in a minimal injective resolution

Let Λ and Γ be left and right Noetherian rings and Λ U a generalized tilting module with Γ = End( Λ U ). For a non-negative integer k, if Λ U is (k - 2)-G

期刊

generalizedTILTINGMODULES(quasi)k-GorensteinMODULESSOCLEMINIMALINJECTIVE

Grbner bases in difference-differential modules with coefficients in a commutative ring

Let x be an m-dimensional umbilic-free hypersurface in an (m + 1)-dimensional unit sphere Sm+1 (m≥3). In this paper, we classify and explicitly express the hyp

期刊

模块差分一年级WINKLER环系微分算子交换环Grobner basis difference-differential module gen

Semiparametric bounds of mean and variance for exotic options

Finding semiparametric bounds for option prices is a widely studied pricing technique.We obtain closed-form semiparametric bounds of the mean and variance for t

期刊

SEMIPARAMETRICBOUNDSDUALITYMOMENTproblemEXOTICOPTIONSsemiparametric bound

Convergence rate of kernel canonical correlation analysis

与本文相关的学术论文