Lawrence Carin

Image of Lawrence Carin

Professor of Electrical and Computer Engineering

Lawrence Carin earned the BS, MS, and PhD degrees in electrical engineering at the University of Maryland, College Park, in 1985, 1986, and 1989, respectively. In 1989 he joined the Electrical Engineering Department at Polytechnic University (Brooklyn) as an Assistant Professor, and became an Associate Professor there in 1994. In September 1995 he joined the Electrical Engineering Department at Duke University, where he is now a Professor, and Vice Provost for Research. From 2003-2014 he held the William H. Younger Distinguished Professorship, and he was ECE Department Chair from 2011-2014. Dr Carin's early research was in the area of electromagentics and sensing, and over the last ten years his research has moved to applied statistics and machine learning. He has recently served on the Program Committee for the following machine learning conferences: International Conf. on Machine Learning (ICML), Neural and Information Processing Systems (NIPS), Artificial Intelligence and Statistics (AISTATS), and Uncertainty in Artificial Intelligence (UAI). He was previously an Associate Editor of the IEEE Trans. on Antennas and Propagation, and he is currently an Associate Editor for the IEEE Trans. on Signal Processing and the SIAM J. of Imaging Science. He is an IEEE Fellow.

Appointments and Affiliations
  • Professor of Electrical and Computer Engineering
Contact Information:

  • Ph.D. University of Maryland, College Park, 1989
  • M.Sc.Eng. University of Maryland, College Park, 1986
  • B.S.E. University of Maryland, College Park, 1985


Signal Processing

Awards, Honors, and Distinctions:

  • Fellows. Institute for Electrical and Electronics Engineers. 2001

Courses Taught:
  • COMPSCI 393: Research Independent Study
  • ECE 493: Undergraduate Research in Electrical and Computer Engineering
  • ECE 891: Internship

Representative Publications: (More Publications)
    • Lian, W; Talmon, R; Zaveri, H; Carin, L; Coifman, R, Multivariate time-series analysis and diffusion maps, Signal Processing, vol 116 (2015), pp. 13-28 [10.1016/j.sigpro.2015.04.003] [abs].
    • Tsai, TH; Llull, P; Yuan, X; Carin, L; Brady, DJ, Spectral-temporal compressive imaging., Optics Letters, vol 40 no. 17 (2015), pp. 4054-4057 [10.1364/ol.40.004054] [abs].
    • Yuan, X; Tsai, T-H; Zhu, R; Llull, P; Brady, D; Carin, L, Compressive Hyperspectral Imaging With Side Information, IEEE Journal of Selected Topics in Signal Processing, vol 9 no. 6 (2015), pp. 964-976 [10.1109/JSTSP.2015.2411575] [abs].
    • Lu, Y; Carin, L; Coifman, R; Shain, W; Roysam, B, Quantitative arbor analytics: unsupervised harmonic co-clustering of populations of brain cell arbors based on L-measure., Neuroinformatics, vol 13 no. 1 (2015), pp. 47-63 [10.1007/s12021-014-9237-2] [abs].
    • Yang, J; Liao, X; Yuan, X; Llull, P; Brady, DJ; Sapiro, G; Carin, L, Compressive sensing by learning a Gaussian mixture model from measurements., IEEE Transactions on Image Processing, vol 24 no. 1 (2015), pp. 106-119 [10.1109/tip.2014.2365720] [abs].