Lawrence Carin

Bayesian Compressive Sensing

Shihao Ji, Ya Xue, Lawrence Carin · IEEE Transactions on Signal Processing · 2008 · 2.4K citations

Engineering, Atomic Decomposition, Statistical Signal Processing +16

Digital technology and COVID-19

Daniel Shu Wei Ting, Lawrence Carin, Victor J. Dzau et al. · Nature Medicine · 2020 · 1.5K citations · Full text

Sparse multinomial logistic regression: fast algorithms and generalization bounds

Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 886 citations

Engineering, Machine Learning, Basis Functions +17

Compressive Coded Aperture Spectral Imaging: An Introduction

Gonzalo R. Arce, David J. Brady, Lawrence Carin et al. · IEEE Signal Processing Magazine · 2013 · 640 citations

High Resolution, Engineering, Multispectral Imaging +16

Exploiting Structure in Wavelet-Based Bayesian Compressive Sensing

Lihan He, Lawrence Carin · IEEE Transactions on Signal Processing · 2009 · 511 citations

Bayesian Compressive Sensing, Wavelet Coefficients, Hierarchical Bayesian Model +12