Nonlinear Methods of Approximation

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Review · 2001 · 5.1K citations

Natural Sciences, Mathematics, Optimization +16

Entropy-based algorithms for best basis selection

Ronald R. Coifman, Mladen Victor Wickerhauser · IEEE Transactions on Information Theory · 1992 · 3.2K citations

Engineering, Computer Science, Information Theory +16

Projection Pursuit Regression

Jerome H. Friedman, Werner Stuetzle · Journal of the American Statistical Association · 1981 · 2.1K citations · Full text

Business, Biostatistics, Optimization +7

Adaptive greedy approximations

Geoffrey M. Davis, Stéphane Mallat, M. Avellaneda · Constructive Approximation · 1997 · 1.1K citations

A discrete transform and decompositions of distribution spaces

Michael Frazier, Björn Jawerth · Journal of Functional Analysis · 1990 · 1K citations

Natural Sciences, Computer Science, Mathematics +14