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» Regularized Winnow Methods

22

AAAI
2007

100views Intelligent Agents» more AAAI 2007»

A Method for Large-Scale l1-Regularized Logistic Regression

13 years 10 months ago

A Method for Large-Scale l1-Regularized Logistic Regression

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Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd

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13

PR
2008

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Classifier learning with a new locality regularization method

13 years 7 months ago

Classifier learning with a new locality regularization method

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Hui Xue, Songcan Chen, Xiaoqin Zeng

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19

BIOINFORMATICS
2005

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Regularized ROC method for disease classification and biomarker selection with microarray data

13 years 7 months ago

Regularized ROC method for disease classification and biomarker selection with microarray data

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Shuangge Ma, Jian Huang

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20

CORR
2010
Springer

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Regularized Risk Minimization by Nesterov's Accelerated Gradient Methods: Algorithmic Extensions and Empirical Studies

13 years 5 months ago

Regularized Risk Minimization by Nesterov's Accelerated Gradient Methods: Algorithmic Extensions and Empirical Studies

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Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan

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27

TIP
2010

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Fast Image Recovery Using Variable Splitting and Constrained Optimization

13 years 2 months ago

Fast Image Recovery Using Variable Splitting and Constrained Optimization

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We propose a new fast algorithm for solving one of the standard formulations of image restoration and reconstruction which consists of an unconstrained optimization problem where t...

Manya V. Afonso, José M. Bioucas-Dias, M&aa...

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