Lawrence Carin

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 Brooklyn Polytechnic Institute (now part of NYU) as an Assistant Professor, and became an Associate Professor there in 1994. In September 1995 he joined the Electrical and Computer Engineering (ECE) Department at Duke University, where he is now a Professor. He was ECE Department Chair from 2011-2014, and Vice Provost and Vice President for Research from 2014-2020. He was the Provost at King Abdullah University of Science & Technology (KAUST) from 2020-2023, returning to Duke in 2023. From 2003-2014 he held the William H. Younger Distinguished Professorship, and since 2018 he has held the James L. Meriam Distinguished Professorship. Dr. Carin's research focuses on machine learning (ML) and artificial intelligence (AI). He publishes widely in the main ML/AI forums, and has addressed many applications of AI, including in  medicine and security. He was co-founder of the small business Signal Innovations Group, which was acquired by BAE Systems in 2014, and in 2017 he co-founded the company Infinia ML, which was acquired by Aspirion in 2023. He is an IEEE Fellow.

Appointments and Affiliations

  • Professor of Electrical and Computer Engineering
  • Professor of Computer Science

Contact Information

  • Office Location: 321 Gross Hall, Durham, NC 27708
  • Office Phone: +1 919 525 1088
  • Email Address: lcarin@ee.duke.edu
  • Websites:

Education

  • 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

Research Interests

Applied statistics and machine learning

Awards, Honors, and Distinctions

  • Fellows. Institute for Electrical and Electronics Engineers. 2001

Courses Taught

  • ECE 899: Special Readings in Electrical Engineering
  • ECE 891: Internship
  • ECE 590: Advanced Topics in Electrical and Computer Engineering

In the News

Representative Publications

  • Assaad, S; Dov, D; Park, C; Davis, R; Kovalsky, SZ; Lee, WT; Kahmke, RR; Rocke, DJ; Cohen, J; Weiss-Meilik, A; Henao, R; Carin, L; Elliott Range, D, A Preliminary Study Comparing the Performance of Thyroid Molecular Tests to a Deep Learning Algorithm in Predicting Malignancy in Indeterminate Thyroid Fine Needle Aspiration Biopsies., Thyroid (2024) [10.1089/thy.2023.0054] [abs].
  • Dow, ER; Jeong, HK; Katz, EA; Toth, CA; Wang, D; Lee, T; Kuo, D; Allingham, MJ; Hadziahmetovic, M; Mettu, PS; Schuman, S; Carin, L; Keane, PA; Henao, R; Lad, EM, A Deep-Learning Algorithm to Predict Short-Term Progression to Geographic Atrophy on Spectral-Domain Optical Coherence Tomography., JAMA Ophthalmol, vol 141 no. 11 (2023), pp. 1052-1061 [10.1001/jamaophthalmol.2023.4659] [abs].
  • Dov, D; Elliott Range, D; Cohen, J; Bell, J; Rocke, DJ; Kahmke, RR; Weiss-Meilik, A; Lee, WT; Henao, R; Carin, L; Kovalsky, SZ, Deep-Learning-Based Screening and Ancillary Testing for Thyroid Cytopathology., Am J Pathol, vol 193 no. 9 (2023), pp. 1185-1194 [10.1016/j.ajpath.2023.05.011] [abs].
  • Zhang, H; Wang, C; Wang, Z; Duan, Z; Chen, B; Zhou, M; Henao, R; Carin, L, Learning Hierarchical Document Graphs From Multilevel Sentence Relations., IEEE Trans Neural Netw Learn Syst, vol 34 no. 8 (2023), pp. 4273-4285 [10.1109/TNNLS.2021.3113297] [abs].
  • Luo, D; Xu, H; Carin, L, Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 45 no. 6 (2023), pp. 7293-7307 [10.1109/TPAMI.2022.3222569] [abs].