| Exact Matrix Completion via Convex Optimization | 2009/04/03 | English | 2,154 |
| The Convex Geometry of Linear Inverse Problems | 2012/10/16 | English | 448 |
| Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit | 2008/06/05 | English | 448 |
| User-Friendly Tail Bounds for Sums of Random Matrices | 2011/08/02 | English | 421 |
| Adaptive Restart for Accelerated Gradient Schemes | 2013/07/03 | English | 284 |
| Optimality of a Standard Adaptive Finite Element Method | 2006/07/05 | English | 265 |
| A Rigorous ODE Solver and Smale’s 14th Problem | 2002/01/01 | English | 243 |
| Optimal Rates for the Regularized Least-Squares Algorithm | 2006/08/03 | English | 226 |
| Random Gradient-Free Minimization of Convex Functions | 2015/11/30 | English | 225 |
| Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions | 2005/12/09 | English | 206 |
| Trust-Region Methods on Riemannian Manifolds | 2006/12/28 | English | 205 |
| Learning Rates of Least-Square Regularized Regression | 2005/09/23 | English | 182 |
| Convergence Rates of Best N-term Galerkin Approximations for a Class of Elliptic sPDEs | 2010/07/31 | English | 179 |
| A PDE Approach to Fractional Diffusion in General Domains: A Priori Error Analysis | 2014/08/12 | English | 157 |
| Random Projections of Smooth Manifolds | 2007/12/18 | English | 156 |
| Nonlinear Methods of Approximation | 2003/01/22 | | 132 |
| Exact Support Recovery for Sparse Spikes Deconvolution | 2014/10/09 | English | 128 |
| Gromov–Wasserstein Distances and the Metric Approach to Object Matching | 2011/04/30 | English | 127 |
| A Geometric Analysis of Phase Retrieval | 2017/08/14 | English | 124 |
| Solving Quadratic Equations via PhaseLift When There Are About as Many Equations as Unknowns | 2013/06/18 | English | 122 |
| On the Stability and Accuracy of Least Squares Approximations | 2013/03/13 | English | 122 |
| Local Linear Convergence for Alternating and Averaged Nonconvex Projections | 2008/11/05 | English | 120 |
| On Tensor Completion via Nuclear Norm Minimization | 2015/06/09 | English | 117 |
| A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data | 2005/06/30 | English | 117 |
| Zigzag Persistence | 2010/04/21 | English | 111 |
| Adaptive Wavelet Methods II—Beyond the Elliptic Case | 2002/08/01 | | 108 |
| Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis | 2014/05/29 | English | 107 |
| On the Ranks and Border Ranks of Symmetric Tensors | 2009/10/29 | English | 104 |
| Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods | 2017/08/10 | English | 103 |
| Lipschitz Functions Have L p -Stable Persistence | 2010/01/28 | English | 100 |