Citation Impact

Citing Papers

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
2009 Standout
Histopathological image analysis for centroblasts classification through dimensionality reduction approaches
2013
An overview of full-waveform inversion in exploration geophysics
2009 Standout
Cutoff Scanning Matrix (CSM): structural classification and function prediction by protein inter-residue distance patterns
2011
Coarse-graining renormalization by higher-order singular value decomposition
2012 Standout
Presence‐Only Data and the EM Algorithm
2008
Impact of Diffusion Barriers to Small Cytotoxic Molecules on the Efficacy of Immunotherapy in Breast Cancer
2013
mixOmics: An R package for ‘omics feature selection and multiple data integration
2017 Standout
Size-Distribution Analysis of Macromolecules by Sedimentation Velocity Ultracentrifugation and Lamm Equation Modeling
2000 Standout
Robust determination of the fibre orientation distribution in diffusion MRI: Non-negativity constrained super-resolved spherical deconvolution
2007 Standout
The global distribution and burden of dengue
2013 StandoutNature
Extreme Learning Machine for Regression and Multiclass Classification
2011 Standout
Discovering faster matrix multiplication algorithms with reinforcement learning
2022 StandoutNatureNobel
Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data
2009 Standout
Adsorption — from theory to practice
2001 Standout
Digital pathology and artificial intelligence
2019 Standout
Tensor Completion for Estimating Missing Values in Visual Data
2012
Tensor Regression with Applications in Neuroimaging Data Analysis
2013 Standout
A Bidiagonalization-Regularization Procedure for Large Scale Discretizations of Ill-Posed Problems
1981
Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme
2011
The solution of adsorption integral equations by means of the regularization method
1992
The discrete picard condition for discrete ill-posed problems
1990
Representing Twentieth-Century Space–Time Climate Variability. Part I: Development of a 1961–90 Mean Monthly Terrestrial Climatology
1999 Standout
The rank of a 2 × 2 × 2 tensor
2011
Two-Tier Precoding for FDD Multi-Cell Massive MIMO Time-Varying Interference Networks
2014
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones
1999 Standout
A sparse signal reconstruction perspective for source localization with sensor arrays
2005 Standout
Analysis of Discrete Ill-Posed Problems by Means of the L-Curve
1992 Standout
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020 Standout
pkCSM: Predicting Small-Molecule Pharmacokinetic and Toxicity Properties Using Graph-Based Signatures
2015 Standout
The truncatedSVD as a method for regularization
1987
Splines — more than just a smooth interpolator
1994
Regularization,GSVD and truncatedGSVD
1989
Application of antenna arrays to mobile communications. II. Beam-forming and direction-of-arrival considerations
1997 Standout
Interior-Point Method for Nuclear Norm Approximation with Application to System Identification
2009
Atomic Decomposition by Basis Pursuit
2001 Standout
Regularization and the general Gauss-Markov linear model
1990
The Use of the L-Curve in the Regularization of Discrete Ill-Posed Problems
1993 Standout
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
What Will 5G Be?
2014 Standout
Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking
2015
Applications of tensor (multiway array) factorizations and decompositions in data mining
2011
Smoothing noisy data with spline functions
1985
Factorization strategies for third-order tensors
2010 Standout
Collinearity and Total Least Squares
1994
Multivariate Adaptive Regression Splines
1991 Standout
Partial Lanczos extreme learning machine for single-output regression problems
2009
Gcvpack – routines for generalized cross validation
1987
A practical guide to MaxEnt for modeling species' distributions: what it does, and why inputs and settings matter
2013 Standout
Quasi-Newton Methods on Grassmannians and Multilinear Approximations of Tensors
2010
Regularization with Differential Operators: An Iterative Approach
1992
Representing Twentieth-Century Space–Time Climate Variability. Part II: Development of 1901–96 Monthly Grids of Terrestrial Surface Climate
2000 Standout
Relations between SVD and GSVD of Discrete regularization problems in standard and general form
1990
Algorithm 583: LSQR: Sparse Linear Equations and Least Squares Problems
1982
Stochastic space-time weather models from ground-based data
1995
Thin Plate Regression Splines
2003 Standout
Robust principal component analysis?
2011 Standout
Generating surfaces of daily meteorological variables over large regions of complex terrain
1997 Standout
The Degrees of Freedom of Partial Least Squares Regression
2011
The Modified Truncated SVD Method for Regularization in General Form
1992
Quadratically constrained adaptive beamforming for coherent signals and interference
1995
Robust Solutions to Least-Squares Problems with Uncertain Data
1997
A bidiagonalization algorithm for solving large and sparse ill-posed systems of linear equations
1988
Gas Adsorption Characterization of Ordered Organic−Inorganic Nanocomposite Materials
2001 Standout
Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem
2012 Standout
A literature survey of low‐rank tensor approximation techniques
2013 Standout
LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares
1982 Standout
Numerical tools for analysis and solution of Fredholm integral equations of the first kind
1992
Modelling and Smoothing Parameter Estimation With Multiple Quadratic Penalties
2000
Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging
2013 Standout
Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
2008 Standout
Facial Recognition Using Tensor-Tensor Decompositions
2013
A Double-Difference Earthquake Location Algorithm: Method and Application to the Northern Hayward Fault, California
2000 Standout
The Price of Robustness
2004 Standout
Dependence of Large-Scale Precipitation Climatologies on Temporal and Spatial Sampling
1997
A statistical explanation of MaxEnt for ecologists
2010 Standout
REGULARIZATION TOOLS: A Matlab package for analysis and solution of discrete ill-posed problems
1994 Standout
Atomic Decomposition by Basis Pursuit
1998 Standout
On digital soil mapping
2003 Standout
The Geometry of Algorithms with Orthogonality Constraints
1998 Standout
The power and Arnoldi methods in an algebra of circulants
2012
Block-iterative frequency-domain methods for Maxwell's equations in a planewave basis
2001 Standout
Symmetric Tensors and Symmetric Tensor Rank
2008 Standout
A Singular Value Thresholding Algorithm for Matrix Completion
2010 Standout
The Computation of Generalized Cross-Validation Functions Through Householder Tridiagonalization with Applications to the Fitting of Interaction Spline Models
1989
Construction of a 1961–1990 European climatology for climate change modelling and impact applications
1995
Tensor Decompositions and Applications
2009 Standout
Solving Ill-Conditioned and Singular Linear Systems: A Tutorial on Regularization
1998
Hierarchical Singular Value Decomposition of Tensors
2010 Standout
The Higher-Order Singular Value Decomposition: Theory and an Application [Lecture Notes
2010
SVD based initialization: A head start for nonnegative matrix factorization
2007 Standout

Works of Lars Eldén being referenced

Matrix Methods in Data Mining and Pattern Recognition (Fundamentals of Algorithms)
2007
A weighted pseudoinverse, generalized singular values, and constrained least squares problems
1982
Algorithms for the regularization of ill-conditioned least squares problems
1977
Diagonalization of tensors with circulant structure
2011
Handwritten digit classification using higher order singular value decomposition
2006
Numerical linear algebra in data mining
2006
Partial least-squares vs. Lanczos bidiagonalization—I: analysis of a projection method for multiple regression
2003
Perturbation Theory for the Least Squares Problem with Linear Equality Constraints
1980
An Application of Systolic Arrays to Linear Discrete Ill-Posed Problems
1986
Krylov-type methods for tensor computations I
2011
An Algorithm for the Regularization of Ill-Conditioned, Banded Least Squares Problems
1984
Adaptive Eigenvalue Computations Using Newton's Method on the Grassmann Manifold
2002
A note on the computation of the generalized cross-validation function for ill-conditioned least squares problems
1984
Matrix Methods in Data Mining and Pattern Recognition
2007
A Procrustes problem on the Stiefel manifold
1999
A Newton–Grassmann Method for Computing the Best Multilinear Rank-$(r_1,$ $r_2,$ $r_3)$ Approximation of a Tensor
2009
Rankless by CCL
2026