| Theoretical analysis of the second-order synchrosqueezing transform |
22 |
| Provable approximation properties for deep neural networks |
20 |
| Rapid, robust, and reliable blind deconvolution via nonconvex optimization |
17 |
| Data-driven spectral decomposition and forecasting of ergodic dynamical systems |
16 |
| A variational approach to the consistency of spectral clustering |
14 |
| Statistical analysis of synchrosqueezed transforms |
12 |
| Random sampling of bandlimited signals on graphs |
10 |
| Sharp sufficient conditions for stable recovery of block sparse signals by block orthogonal matching pursuit |
9 |
| Parsimonious representation of nonlinear dynamical systems through manifold learning: A chemotaxis case study |
9 |
| Convergence radius and sample complexity of ITKM algorithms for dictionary learning |
8 |
| Molecular decomposition of anisotropic homogeneous mixed-norm spaces with applications to the boundedness of operators |
8 |
| Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion |
8 |
| Shift-invariant and sampling spaces associated with the special aline Fourier transform |
7 |
| Optimal RIP bounds for sparse signals recovery via l(p) minimization |
7 |
| Compressed sensing with structured sparsity and structured acquisition |
7 |
| The cumulative distribution transform and linear pattern classification |
6 |
| Fast and backward stable transforms between spherical harmonic expansions and bivariate Fourier series |
6 |
| Landmark diffusion maps (L-dMaps): Accelerated manifold learning out-of-sample extension |
5 |
| The fast Slepian transform |
5 |
| Hardy space theory on spaces of homogeneous type via orthonormal wavelet bases |
5 |
| Enforcing uniqueness in one-dimensional phase retrieval by additional signal information in time domain |
4 |
| Recovery of signals under the condition on RIC and ROC via prior support information |
4 |
| Spatially distributed sampling and reconstruction |
4 |
| Polyphase equiangular tight frames and abelian generalized quadrangles |
4 |
| Generalized phase retrieval: Measurement number, matrix recovery and beyond |
4 |
| Quantization of compressive samples with stable and robust recovery |
4 |
| Representation of functions on big data associated with directed graphs |
4 |
| Kernel-based sparse regression with the correntropy-induced loss |
4 |
| Limits of calculating the finite Hilbert transform from discrete samples |
4 |
| Learning the geometry of common latent variables using alternating-diffusion |
4 |
| Multidimensional butterfly factorization |
4 |
| Vandermonde matrices with nodes in the unit disk and the large sieve |
4 |
| Latent common manifold learning with alternating diffusion: Analysis and applications |
3 |
| Regularity of anisotropic refinable functions |
3 |
| Fourier phase retrieval with a single mask by Douglas-Rachford algorithms |
3 |
| Distributed learning with multi-penalty regularization |
3 |
| Localisation of directional scale-discretised wavelets on the sphere |
3 |
| Wavelet characterizations of the atomic Hardy space H-1 on spaces of homogeneous type |
3 |
| The minimal measurement number for low-rank matrix recovery |
3 |
| A sharp Balian-Low uncertainty principle for shift-invariant spaces |
3 |
| On the reduction of the interferences in the Born-Jordan distribution |
3 |
| Derivative-orthogonal Riesz wavelets in Sobolev spaces with applications to differential equations |
3 |
| Bendlets: A second-order shearlet transform with bent elements |
3 |
| Stability and super-resolution of generalized spike recovery |
2 |
| Iterated diffusion maps for feature identification |
2 |
| On the solution of elliptic partial differential equations on regions with corners II: Detailed analysis |
2 |
| Time frequency analysis of bivariate signals |
2 |
| Diffusion nets |
2 |
| The spectrogram expansion of Wigner functions |
2 |
| Analysis of time-frequency scattering transforms |
2 |
