| A Simple Proof of the Restricted Isometry Property for Random Matrices | 2008/01/15 | English | 1,035 |
| On Early Stopping in Gradient Descent Learning | 2007/04/04 | English | 390 |
| Learning Theory Estimates via Integral Operators and Their Approximations | 2007/03/15 | English | 293 |
| O(dlog N)-Quantics Approximation of N-d Tensors in High-Dimensional Numerical Modeling | 2011/04/16 | English | 142 |
| Simple Cubature Formulas with High Polynomial Exactness | 1999/10/01 | English | 135 |
| Uniform Uncertainty Principle for Bernoulli and Subgaussian Ensembles | 2008/02/12 | English | 135 |
| Sparse Components of Images and Optimal Atomic Decompositions | 2001/01/01 | English | 101 |
| Multivariate Interpolation by Polynomials and Radial Basis Functions | 2004/12/22 | English | 95 |
| Analysis of the Intrinsic Mode Functions | 2005/08/26 | English | 91 |
| The Thresholding Greedy Algorithm, Greedy Bases, and Duality | 2003/08/01 | | 79 |
| Pairs of Dual Wavelet Frames from Any Two Refinable Functions | 2004/05/01 | | 78 |
| Greedy Algorithms for Reduced Bases in Banach Spaces | 2013/02/26 | English | 74 |
| Weighted Polynomial Inequalities with Doubling and A ∞ Weights | 2000/01/01 | English | 74 |
| Construction of Compactly Supported Shearlet Frames | 2011/10/13 | English | 73 |
| Hyperbolic Wavelet Approximation | 1997/01/01 | English | 71 |
| Sobolev Error Estimates and a Bernstein Inequality for Scattered Data Interpolation via Radial Basis Functions | 2006/04/12 | English | 69 |
| Mercer’s Theorem on General Domains: On the Interaction between Measures, Kernels, and RKHSs | 2012/02/16 | English | 68 |
| Critical Length for Design Purposes and Extended Chebyshev Spaces | 2003/11/01 | | 65 |
| Biorthogonal Wavelet Expansions | 1997/07/01 | English | 65 |
| Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions | 2012/12/19 | English | 62 |
| Biorthogonal Multiwavelets on the Interval: Cubic Hermite Splines | 2000/04/01 | English | 62 |
| On 2D Newest Vertex Bisection: Optimality of Mesh-Closure and H 1-Stability of L 2-Projection | 2013/05/29 | English | 60 |
| Summation and transformation formulas for elliptic hypergeometric series | 2002/12/01 | English | 59 |
| Dual Wavelet Frames and Riesz Bases in Sobolev Spaces | 2008/08/15 | English | 59 |
| Nonlinear Approximation and (Deep) $$\mathrm {ReLU}$$ Networks | 2021/04/26 | English | 58 |
| Constructive Representation of Functions in Low-Rank Tensor Formats | 2012/12/19 | English | 57 |
| Construction of Normalized B-Splines for a Family of Smooth Spline Spaces Over Powell–Sabin Triangulations | 2012/01/24 | English | 57 |
| Optimized Tensor-Product Approximation Spaces | 2000/01/01 | English | 55 |
| Intrinsic Localization of Frames | 2005/04/08 | English | 55 |
| Greedy Algorithm and m -Term Trigonometric Approximation | 1998/09/25 | English | 54 |