Generalized regularized least-squares approximation of noisy data with application to stochastic PDEs

Applied Mathematics Letters ◽

10.1016/j.aml.2020.106598 ◽

2021 ◽

Vol 111 ◽

pp. 106598

Author(s):

Mohammad Shirzadi ◽

Mehdi Dehghan

Keyword(s):

Least Squares ◽

Stochastic Pdes ◽

Least Squares Approximation ◽

Regularized Least Squares

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Reverse-engineering biological interaction networks from noisy data using Regularized Least Squares and Instrumental Variables

IEEE Conference on Decision and Control and European Control Conference ◽

10.1109/cdc.2011.6161266 ◽

2011 ◽

Author(s):

Francesco Montefusco ◽

Carlo Cosentino ◽

Francesco Amato ◽

Declan G. Bates

Keyword(s):

Reverse Engineering ◽

Least Squares ◽

Instrumental Variables ◽

Interaction Networks ◽

Biological Interaction ◽

Regularized Least Squares

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Efficient architectures to recover the regularized least squares solution

IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing ◽

10.1109/82.769793 ◽

1999 ◽

Vol 46 (6) ◽

pp. 828-831 ◽

Author(s):

R. Sundaram

Keyword(s):

Least Squares ◽

Regularized Least Squares ◽

Least Squares Solution

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Feature selection for regularized least-squares: New computational short-cuts and fast algorithmic implementations

2010 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2010.5589210 ◽

2010 ◽

Author(s):

Tapio Pahikkala ◽

Antti Airola ◽

Tapio Salakoski

Keyword(s):

Feature Selection ◽

Least Squares ◽

Regularized Least Squares ◽

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Sparse identification of nonlinear dynamical systems via reweighted ℓ1-regularized least squares

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2020.113620 ◽

2021 ◽

Vol 376 ◽

pp. 113620 ◽

Author(s):

Alexandre Cortiella ◽

Kwang-Chun Park ◽

Alireza Doostan

Keyword(s):

Dynamical Systems ◽

Least Squares ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Regularized Least Squares

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A Fast Active Set Block Coordinate Descent Algorithm for $\ell_1$-Regularized Least Squares

SIAM Journal on Optimization ◽

10.1137/141000737 ◽

2016 ◽

Vol 26 (1) ◽

pp. 781-809 ◽

Author(s):

Marianna De Santis ◽

Stefano Lucidi ◽

Francesco Rinaldi

Keyword(s):

Least Squares ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Descent Algorithm ◽

Regularized Least Squares ◽

Coordinate Descent Algorithm

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A Geometric Buildup Algorithm for the Solution of the Distance Geometry Problem Using Least-Squares Approximation

Bulletin of Mathematical Biology ◽

10.1007/s11538-009-9431-9 ◽

2009 ◽

Vol 71 (8) ◽

pp. 1914-1933 ◽

Author(s):

Atilla Sit ◽

Zhijun Wu ◽

Yaxiang Yuan

Keyword(s):

Least Squares ◽

Distance Geometry ◽

Least Squares Approximation ◽

Geometry Problem ◽

Distance Geometry Problem

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On the Least-Squares Approximation of Four Points in the Plain by Posinoms

ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik ◽

10.1002/zamm.19960760412 ◽

1996 ◽

Vol 76 (4) ◽

pp. 241-244

Author(s):

L. Berg

Keyword(s):

Least Squares ◽

Least Squares Approximation

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Least Squares Approximation With Constraints

Mathematics of Computation ◽

10.2307/2007993 ◽

1986 ◽

Vol 46 (174) ◽

pp. 551 ◽

Author(s):

Gradimir V. Milovanovic ◽

Staffan Wrigge

Keyword(s):

Least Squares ◽

Least Squares Approximation

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DOA Estimation with a Rank-deficient Covariance matrix: A Regularized Least-squares approach

2020 IEEE USNC-CNC-URSI North American Radio Science Meeting (Joint with AP-S Symposium) ◽

10.23919/usnc/ursi49741.2020.9321628 ◽

2020 ◽

Author(s):

Hussain Ali ◽

Tarig Ballal ◽

Tareq Y. Al-Naffouri ◽

Mohammad S. Sharawi

Keyword(s):

Least Squares ◽

Covariance Matrix ◽

Doa Estimation ◽

Regularized Least Squares ◽

Least Squares Approach

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Least squares approximation

Approximation Theory and Methods ◽

10.1017/cbo9781139171502.012 ◽

1981 ◽

pp. 123-135

Keyword(s):

Least Squares ◽

Least Squares Approximation

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