458 citations · 893 across the 37 of their papers we have counts for
3 papers · 1 filter
Slepian Beamforming: Broadband Beamforming using Streaming Least Squares
Coleman DeLude, Mark A. Davenport, Justin Romberg
In this paper we revisit the classical problem of estimating a signal as it impinges on a multi-sensor array. We focus on the case where the impinging signal's bandwidth is appreci…
Learned Proximal Operator for Solving Seismic Deconvolution Problem
Peimeng Guan, Naveed Iqbal, Mark A. Davenport +1
Seismic deconvolution is an essential step in seismic data processing that aims to extract layer information from noisy observed traces. In general, this is an ill-posed problem wi…
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features
Chiraag Kaushik, Andrew D. McRae, Mark A. Davenport +1
The support vector machine (SVM) is a supervised learning algorithm that finds a maximum-margin linear classifier, often after mapping the data to a high-dimensional feature space…