259 citations
- General Electric (United States)US11 papers
- University at Albany, State University of New YorkUS5 papers
- University of Maryland, College ParkUS4 papers
- Rensselaer Polytechnic InstituteUS3 papers
- California Institute of TechnologyUS2 papers
- Eindhoven University of TechnologyNL2 papers
- Pennsylvania State UniversityUS2 papers
- Purdue University West LafayetteUS2 papers
- Technion – Israel Institute of TechnologyIL2 papers
- Tel Aviv UniversityIL2 papers
- University College LondonGB2 papers
- University of California, BerkeleyUS2 papers
5 papers · 1 filter
Unified Convex Optimization Approach to Super-Resolution Based on Localized Kernels
Tamir Bendory, Shai Dekel, Arie Feuer
The problem of resolving the fine details of a signal from its coarse scale measurements or, as it is commonly referred to in the literature, the super-resolution problem arises na…
Exact recovery of non-uniform splines from the projection onto spaces of algebraic polynomials
Tamir Bendory, Shai Dekel, Arie Feuer
In this work we consider the problem of recovering non-uniform splines from their projection onto spaces of algebraic polynomials. We show that under a certain Chebyshev-type separ…
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information
Francesco Renna, Liming Wang, Xin Yuan +5
This paper offers a characterization of fundamental limits on the classification and reconstruction of high-dimensional signals from low-dimensional features, in the presence of si…
Quantization via Empirical Divergence Maximization
Michael A. Lexa
Empirical divergence maximization (EDM) refers to a recently proposed strategy for estimating f-divergences and likelihood ratio functions. This paper extends the idea to empirical…
Capacity and Character Expansions: Moment generating function and other exact results for MIMO correlated channels
Steven H. Simon, Aris L. Moustakas, Luca Marinelli
We apply a promising new method from the field of representations of Lie groups to calculate integrals over unitary groups, which are important for multi-antenna communications. To…