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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems 评分:

Empirical Risk Minimization的经典著作
2014-10-10 上传大小:987KB
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FF-1973. “Risk, return, and equilibrium Empirical tests

Fama, Eugene F and James D MacBeth. 1973. “Risk, return, and equilibrium Empirical tests.” The Journal of Political Economy 607–636.

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l1-magic : Recovery of Sparse Signals via Convex Programming

L1-MAGIC is a collection of MATLAB routines for solving the convex optimization programs central to compressive sampling. The algorithms are based on standard interior-point methods, and are suitable for large-scale problems.

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Finite-dimensional variational inequalities and complementarity problems

Finite-dimensional variational inequalities and complementarity problems

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Theoretical Foundations and Numerical Methods for Sparse Recovery

本书主要论述如下四个问题:1.Compressive Sensing and Structured Random Matrices; 2.Numerical Methods for Sparse Recovery; 3.Sparse Recovery in Inverse Problems; 4.An Introduction to Total Variation for Image Analysis.

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Bundle Methods for Regularized Risk Minimization

Alex Smola 的最新的工作。发表在Journal of Machine Learning Research 11 2010

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Variational Inequalities and Network Equilibrium Problems

变分不等式在网络均衡问题中的相关应用(F.GIANNESSI and A.MAUGERI)

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G. H. Hardy - Inequalities

不等式。 G. H. Hardy - Inequalities

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Recovery for Oracle

Recovery for Oracle Recovery for Oracle Recovery for Oracle Recovery for Oracle Recovery for Oracle

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常用不等式(匡继昌)applied Inequalities

数学上经常使用的不等式,applied inequalities. 本书反映了20世纪以来,不等式理论和方法的最新进展。

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Diamonds_In_Mathematical_Inequalities

Diamonds_In_Mathematical_Inequalities

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toolbox——sparsity

toolbox implements several algorithms to compute sparse expansion in redundant dictionaries and to solve inverse problems with sparse regularization

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A Fast Algorithm for Recovery of Jointly Sparse Vectors based on

A Fast Algorithm for Recovery of Jointly Sparse Vectors based on

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Fractional Differentiation Inequalities

This monograph is about fractional differentiation inequalities. These inequalities have applications in fractional differential equations in establishing the uniqueness of the solution of initial value problems, giving upper bounds to their solutions, and these inequalities by themselves are of gre

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An Algorithm for Total Variation Minimization and Applications.pdf

非常好的TV最小化(正则化)算法,值得借鉴

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Inequalities Zdravko Cvetkovski

Zdravko Cvetkovski关于不等式的一本经典专著,收集了超多常用、常见的不等式。

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Weak Convergence and Empirical Processes

弱收敛余经验过程是概率统计专业博士生的必修课程,也是经典书籍。

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Convex Analysis and Minimization Algorithms I

Convex Analysis and Minimization Algorithms I Fundamentals Authors: Hiriart-Urruty, Jean-Baptiste, Lemarechal, Claude Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. As such, it can easily be integrated into a gra

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The empirical mode decomposition and the Hilbert spectrum for nonlinear

黄老先生98年 提出的EMD全文,很实用The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

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L1最小化的视觉跟踪 论文 代码详细解释Robust Visual Tracking using L1 Minimization

1、Xue Mei 的 Robust Visual Tracking using L1 Minimization; 2、有代码有论文,也有相关论文。 3、代码有大量的中文介绍。不同于其他的源代码。非常适合初学者。 4、希望能一起交流学习

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Oracle RMAN 11g Backup and Recovery

备份恢复难得的经典力作 Getting Started with RMAN in Oracle Database 11g 1 Oracle Database 11g Backup and Recovery Architecture Tour . . . . . . . . . . . . . . 3 2 Introduction to the RMAN Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 PART II Setup Principles and Practices 3 R

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spring mvc+mybatis+mysql+maven+bootstrap 整合实现增删查改简单实例.zip

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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

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