Penalized Triograms: Total Variation Regularization for Bivariate Smoothing

Regression Shrinkage and Selection Via the Lasso

1996 • 45,633 citations

Estimating the Dimension of a Model

1978 • 43,634 citations

Nonlinear total variation based noise removal algorithms

1992 • 14,826 citations

Generalized Additive Models.

1991 • 8,555 citations

Multivariate Adaptive Regression Splines

1991 • 7,851 citations

Atomic Decomposition by Basis Pursuit

1998 • 6,927 citations

Spline Models for Observational Data.

1991 • 5,272 citations

Atomic Decomposition by Basis Pursuit

2001 • 5,007 citations

Functions of Bounded Variation and Free Discontinuity Problems

2000 • 4,322 citations

Spline Models for Observational Data

1990 • 3,507 citations

Nonparametric Regression and Generalized Linear Models

1994 • 1,880 citations

Spatial Tessellations

2000 • 1,648 citations

Splines minimizing rotation-invariant semi-norms in Sobolev spaces

1977 • 1,323 citations

Nonparametric Regression and Generalized Linear Models: A Roughness Penalty Approach.

1994 • 1,234 citations

Feature-Oriented Image Enhancement Using Shock Filters

1990 • 790 citations

Interpolation using surface splines.

1972 • 759 citations

Total variation based image restoration with free local constraints

2002 • 654 citations

Theory of functions of a real variable

1960 • 649 citations

Color TV: total variation methods for restoration of vector-valued images

1998 • 591 citations

Quantile smoothing splines

1994 • 581 citations

Theory of Functions of a Real Variable

2009 • 565 citations

Some New Mathematical Methods for Variational Objective Analysis Using Splines and Cross Validation

1980 • 558 citations

The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators

1997 • 542 citations

MESH GENERATION AND OPTIMAL TRIANGULATION

1995 • 526 citations

Interpolation des fonctions de deux variables suivant le principe de la flexion des plaques minces

1976 • 485 citations

Multivariate interpolation at arbitrary points made simple

1979 • 418 citations

Polynomial splines and their tensor products in extended linear modeling: 1994 Wald memorial lecture

1997 • 400 citations

Su una teoria generale della misura (r − 1)-dimensionale in uno spazio adr dimensioni

1954 • 351 citations

The Use of Polynomial Splines and Their Tensor Products in Multivariate Function Estimation

1994 • 328 citations

Locally adaptive regression splines

1997 • 302 citations

Local Extremes, Runs, Strings and Multiresolution

2001 • 279 citations

VECTOR MEASURES

1967 • 202 citations

Long and Thin Triangles Can Be Good for Linear Interpolation

1992 • 161 citations

On the definition and properties of certain variational integrals

1961 • 157 citations

Bivariate Tensor-Product B-Splines in a Partly Linear Model

1996 • 156 citations

On the degrees of freedom in shape-restricted regression

2000 • 155 citations

Geometric surface processing via normal maps

2003 • 137 citations

Bivariate Quantile Smoothing Splines

1998 • 107 citations

The ∏ Method for Estimating Multivariate Functions from Noisy Data

1991 • 103 citations

Denoising with higher order derivatives of bounded variation and an application to parameter estimation

1998 • 92 citations

Spline Adaptation in Extended Linear Models (with comments and a rejoinder by the authors

2002 • 90 citations

Sur la Série de Fourier

1970 • 83 citations

The Computation of Generalized Cross-Validation Functions Through Householder Tridiagonalization with Applications to the Fitting of Interaction Spline Models

1989 • 80 citations

Sur les lignes rectifiables et les surfaces dont l'aire est finie

1925 • 78 citations

Ridgelets: estimating with ridge functions

2003 • 78 citations

Local asymptotics for quantile smoothing splines

1997 • 66 citations

Global Total Variation Minimization

1999 • 57 citations

SparseM: A Sparse Matrix Package forR

2003 • 57 citations

Bayesian Image Analysis With Markov Chain Monte Carlo and Coloured Continuum Triangulation Models

1998 • 35 citations

Triogram Models

1998 • 15 citations

Mason and Dixon.

1997 • 12 citations

Sulle funzioni di due variabili generalmente a variazione limitata

1936 • 6 citations

Some new mathematical methods for variational objective analysis

1984 • 3 citations