نتایج جستجو برای: least squares criterion

تعداد نتایج: 466771  

Journal: :Engineering Optimization 2020

Journal: :Wiley Interdisciplinary Reviews: Computational Statistics 2010

Journal: :IEICE Transactions on Information and Systems 2011

Journal: :Quantum 2023

Linear regression is a widely used technique to fit linear models and finds widespread applications across different areas such as machine learning statistics. In most real-world scenarios, however, problems are often ill-posed or the underlying model suffers from overfitting, leading erroneous trivial solutions. This dealt with by adding extra constraints, known regularization. this paper, we ...

  In this paper, we propose a nonparametric rank-based alternative to the least-squares independent component analysis algorithm developed. The basic idea is to estimate the squared-loss mutual information, which used as the objective function of the algorithm, based on its copula density version. Therefore, no marginal densities have to be estimated. We provide empirical evaluation of th...

Journal: :Journal of Approximation Theory 2009

Journal: :Journal of Multivariate Analysis 2006

Journal: :Astronomy & Astrophysics 2015

Journal: :The Annals of Mathematical Statistics 1967

Journal: :Linear Algebra and its Applications 1989

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