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Engineering Innovations

Engineering Innovations - Exploring Trustworthy Machine Learning

16 Apr 2025

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In this episode of Engineering Innovations, hosted by Kristin Malavenda, we welcome Dr. David Inouye, Assistant Professor of Electrical and Computer Engineering at Purdue University. We delve into Dr. Inouye's journey to becoming an engineer, his pioneering research in machine learning, and the critical importance of robustness, fairness, and explainability in machine learning algorithms. We also discuss the role of interdisciplinary research, the future of AI, and the ethical considerations in deploying these technologies. Join us as we explore the significant impact of Dr. Inouye's work and how it shapes the future of technology.Purdue ECE: http://engineering.purdue.edu/ECE Facebook: http://facebook.com/purdueece Twitter: https://twitter.com/PurdueECE @PurdueECE Instagram: https://instagram.com/purdue.ece LinkedIn: https://www.linkedin.com/company/purdue-ece Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.

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