Research output per year
Research output per year
Personal profile
Research Overview
Dr. Carin is a world-class researcher in the areas of Artificial Intelligence (AI) & Machine Learning (ML). Across all fields of computer science, he is ranked #435 worldwide and #279 in the US. His background in AI is highly complementary to the new digital thematic priority at KAUST. He was a co-founder of the small business Signal Innovations Group, which BAE Systems acquired in 2014, and he co-founded the company Infinia ML in 2017. He is a Fellow of the Institute for Electrical and Electronics Engineers (IEEE) since 2001.
Key Research Areas
Machine Learning (ML), Artificial Intelligence (AI), Deep learning, Applied statistics, Pattern recognition, Bayesian probability, Data mining, signal processing.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Electrical Engineering, Ph.D., University of Maryland, College Park
1989
Electrical Engineering, M.S., University of Maryland, College Park
1986
Electrical Engineering, B.S., University of Maryland, College Park
1985
Keywords
- L Education (General)
- Artificial Intelligence
- Machine Learning
- Deep learning
- Data mining
- Applied statistics
- Pattern recognition
- Bayesian probability
- Signal processing
- Computer vision
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Digital technology and COVID-19
Ting, D. S. W., Carin, L., Dzau, V. & Wong, T. Y., Apr 1 2020, In: Nature Medicine. 26, 4, p. 459-461 3 p.Research output: Contribution to journal › Article › peer-review
726 Scopus citations -
Bayesian compressive sensing
Ji, S., Xue, Y. & Carin, L., Jun 1 2008, In: IEEE Transactions on Signal Processing. 56, 6, p. 2346-2356 11 p.Research output: Contribution to journal › Article › peer-review
1868 Scopus citations -
Sparse multinomial logistic regression: Fast algorithms and generalization bounds
Krishnapuram, B., Carin, L., Figueiredo, M. A. T. & Hartemink, A. J., Jun 1 2005, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 6, p. 957-968 12 p.Research output: Contribution to journal › Article › peer-review
667 Scopus citations -
Multitask compressive sensing
Ji, S., Dunson, D. & Carin, L., Jan 29 2009, In: IEEE Transactions on Signal Processing. 57, 1, p. 92-106 15 p.Research output: Contribution to journal › Article › peer-review
460 Scopus citations -
Exploiting structure in wavelet-based bayesian compressive sensing
He, L. & Carin, L., Sep 3 2009, In: IEEE Transactions on Signal Processing. 57, 9, p. 3488-3497 10 p.Research output: Contribution to journal › Article › peer-review
388 Scopus citations -
Storygan: A sequential conditional gan for story visualization
Li, Y., Gan, Z., Shen, Y., Liu, J., Cheng, Y., Wu, Y., Carin, L., Carlson, D. & Gao, J., Jun 1 2019, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 6322-6331 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
56 Scopus citations -
Multi-task learning for classification with Dirichlet process priors
Ya, X., Xuejun, L., Carin, L. & Krishnapuram, B., Jan 1 2007, In: Journal of Machine Learning Research. 8, p. 35-63 29 p.Research output: Contribution to journal › Article › peer-review
391 Scopus citations -
Pushing the Efficiency Limit Using Structured Sparse Convolutions
Verma, V. K., Mehta, N., Si, S., Henao, R. & Carin, L., Feb 6 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 6492-6502 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
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James L. Meriam Distinguished Professor of Engineering
Carin, Larry (Recipient), 2018
Prize: Award or Honor › Honorary Distinction
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William H. Younger Distinguished Professor of Engineering
Carin, Larry (Recipient), 2014
Prize: Award or Honor › Honorary Distinction
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Distinguished Alumnus - University of Maryland
Carin, Larry (Recipient), 2013
Prize: Award or Honor › Honorary Distinction
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Applied High-Power Electromagnetic's Paper of the Year
Carin, Larry (Recipient), 2000
Prize: Award or Honor › Best Article Award
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Press/Media
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Professor Khashab receives the 2023 Cram Lehn Pedersen Prize in Supramolecular Chemistry
Niveen M. Khashab, Pierre Magistretti, Tony Chan & Larry Carin
02/27/23
1 item of Media coverage
Press/Media: Press / Media
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WEP 2023 takes success to the edge
Derya Baran, Larry Carin & David Keyes
01/23/23
1 item of Media coverage
Press/Media: Press / Media
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6 Machine Learning Certifications from Coursera which is Worth doing
12/12/22
1 item of Media coverage
Press/Media: Press / Media
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KAUST Academy building on its successes: Carin
11/9/22
2 items of Media coverage
Press/Media: Press / Media
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KAUST Academy building on its successes: Carin &..
11/9/22
1 item of Media coverage
Press/Media: Press / Media