Jonathan S. Kent
Senior Machine Learning Research Scientist at Lockheed Martin Corp.
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Profile Summary

Machine Learning Research Scientist at the Lockheed Martin Advanced Technology Center in Sunnyvale, California. Research interests include applications of Machine Learning, especially to Computer Vision. Focuses on efficiencies, such as using smaller models, less power, less data, and easier architecture optimization. Also interested in adversarial methods and robustness, out-of-distribution detection, and autonomy.
Publications (3)

Proceedings Article | 7 June 2024 Presentation + Paper
Proceedings Volume 13035, 130350R (2024) https://doi.org/10.1117/12.3016426
KEYWORDS: Computer simulations, Machine learning, Dynamical systems, Decision making, Education and training, Computing systems, Modeling, Interpolation, Warfare, Systems modeling

Proceedings Article | 14 June 2023 Poster + Paper
Proceedings Volume 12529, 1252915 (2023) https://doi.org/10.1117/12.2652598
KEYWORDS: Decision trees, Machine learning, Measurement uncertainty, Data modeling, Classification systems, Genetic algorithms, Education and training, Rule based systems, Neural networks, Vector spaces

Proceedings Article | 12 April 2021 Presentation + Paper
Proceedings Volume 11746, 117460H (2021) https://doi.org/10.1117/12.2580620
KEYWORDS: Machine learning, Video

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