Risk Bounds for Regularized Least-Squares Algorithm with Operator-Value Kernels

Mapping Intimacies ◽

10.21236/ada466779 ◽

2005 ◽

Author(s):

Ernesto De Vito ◽

Andrea Caponnetto

Keyword(s):

Least Squares ◽

Regularized Least Squares ◽

Least Squares Algorithm ◽

Risk Bounds

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An l1-regularized least squares algorithm for reconstructing step-frequency ground penetrating radar images

2016 IEEE Radar Conference (RadarConf) ◽

10.1109/radar.2016.7485297 ◽

2016 ◽

Cited By ~ 1

Author(s):

Henry C. Ogworonjo ◽

John M. M. Anderson ◽

Mandoye Ndoye ◽

Lam Nguyen

Keyword(s):

Least Squares ◽

Ground Penetrating Radar ◽

Step Frequency ◽

Regularized Least Squares ◽

Radar Images ◽

Least Squares Algorithm ◽

Ground Penetrating

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Semi-supervised Laplacian regularized least squares algorithm for localization in wireless sensor networks

Computer Networks ◽

10.1016/j.comnet.2011.04.010 ◽

2011 ◽

Vol 55 (10) ◽

pp. 2481-2491 ◽

Cited By ~ 33

Author(s):

Jiming Chen ◽

Chengqun Wang ◽

Youxian Sun ◽

Xuemin (Sherman) Shen

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Least Squares ◽

Wireless Sensor ◽

Regularized Least Squares ◽

Least Squares Algorithm ◽

Laplacian Regularized Least Squares

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The regularized least squares algorithm and the problem of learning halfspaces

Information Processing Letters ◽

10.1016/j.ipl.2011.01.011 ◽

2011 ◽

Vol 111 (8) ◽

pp. 395-401 ◽

Cited By ~ 1

Author(s):

Ha Quang Minh

Keyword(s):

Least Squares ◽

Regularized Least Squares ◽

Least Squares Algorithm

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Two-pass ℓp-regularized least-squares algorithm for compressive sensing

2017 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas.2017.8050535 ◽

2017 ◽

Cited By ~ 1

Author(s):

Jeevan K. Pant ◽

Sridhar Krishnan

Keyword(s):

Compressive Sensing ◽

Least Squares ◽

Regularized Least Squares ◽

Least Squares Algorithm

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Approximate regularized least squares algorithm for classification

Pattern Recognition and Tracking XXIX ◽

10.1117/12.2305075 ◽

2018 ◽

Author(s):

Jing Peng ◽

Alex J. Aved

Keyword(s):

Least Squares ◽

Regularized Least Squares ◽

Least Squares Algorithm

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Empirical Effective Dimension and Optimal Rates for Regularized Least Squares Algorithm

10.21236/ada466778 ◽

2005 ◽

Cited By ~ 1

Author(s):

Andrea Caponnetto ◽

Lorenzo Rosasco ◽

Ernesto De Vito ◽

Alessandro Verri

Keyword(s):

Least Squares ◽

Effective Dimension ◽

Regularized Least Squares ◽

Least Squares Algorithm

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Fast Rates for Regularized Least-Squares Algorithm

10.21236/ada454989 ◽

2005 ◽

Cited By ~ 5

Author(s):

Andrea Caponnetto ◽

Ernesto De Vito

Keyword(s):

Least Squares ◽

Regularized Least Squares ◽

Least Squares Algorithm ◽

Fast Rates

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Reconstruction of block-sparse signals by using an l2/p-regularized least-squares algorithm

2012 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.2012.6271884 ◽

2012 ◽

Cited By ~ 4

Author(s):

Jeevan K. Pant ◽

Wu-Sheng Lu ◽

Andreas Antoniou

Keyword(s):

Least Squares ◽

Sparse Signals ◽

Regularized Least Squares ◽

Least Squares Algorithm

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Recovery of sparse signals from noisy measurements using an ℓp regularized least-squares algorithm

Proceedings of 2011 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing ◽

10.1109/pacrim.2011.6032866 ◽

2011 ◽

Cited By ~ 5

Author(s):

Jeevan K. Pant ◽

Wu-Sheng Lu ◽

Andreas Antoniou

Keyword(s):

Least Squares ◽

Sparse Signals ◽

Regularized Least Squares ◽

Least Squares Algorithm ◽

Noisy Measurements

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Application of regularized least-squares algorithm in PET image reconstruction via a new anisotropic diffusion

Proceedings of 2011 International Conference on Electronics and Optoelectronics ◽

10.1109/iceoe.2011.6013368 ◽

2011 ◽

Author(s):

Hu Yang ◽

Jiawei He ◽

Zhiguo Gui ◽

lina Yu

Keyword(s):

Image Reconstruction ◽

Least Squares ◽

Anisotropic Diffusion ◽

Regularized Least Squares ◽

Least Squares Algorithm ◽

Pet Image Reconstruction

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