Engineering Innovations - Exploring Trustworthy Machine Learning

Engineering Innovations - Exploring Trustworthy Machine Learning

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

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Twitter: https://twitter.com/PurdueECE @PurdueECE

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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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Jaksot(29)

Seeing the Invisible: The Future of Infrared Detection

Seeing the Invisible: The Future of Infrared Detection

Utkarsh Singh on Poisson Bolometers and Nanoscale Infrared Detection at Purdue ECE Host Kristin Malavenda interviews Purdue ECE PhD student Utkarsh Singh about his path from New Delhi to Purdue and h...

15 Heinä 26min

How to Stop Software Disasters Before They Start

How to Stop Software Disasters Before They Start

How to Stop Software Disasters Before They Start: Purdue PhD Paschal Amusuo on Formal Verification, Unit Proofing & Zero Trust In this episode of Engineering Innovations from Purdue ECE, host Kristin ...

17 Kesä 36min

Can AI think like a Scientist?

Can AI think like a Scientist?

Explaining Trustworthy AI & Self-Driving Labs with Purdue PhD Candidate Akshita KamsaliIn this episode of Engineering Innovations from Purdue’s Elmore Family School of Electrical and Computer Engineer...

20 Touko 22min

The Future of 6G, Built on a Chip

The Future of 6G, Built on a Chip

What does it take to turn a big research idea into a real device and a paper in Nature?In this episode of Engineering Innovations, we talk with Purdue ECE PhD student Connor Devitt about research that...

15 Huhti 27min

Engineering Innovations: The Internet, but Make it Quantum

Engineering Innovations: The Internet, but Make it Quantum

Engineering Innovations: The Internet, but Make it QuantumHost Kristin Malavenda interviews Purdue ECE associate professor Joseph Luken about engineering “spooky action at a distance” into real techno...

18 Maalis 37min

Engineering Innovations: How AI is Changing Images and Video

Engineering Innovations: How AI is Changing Images and Video

AI and Visual Data Compression: Insights from Purdue ECE Professor Maggie Zhu In this episode of Engineering Innovations, host Kristin Malavenda explores the fascinating world of visual data compressi...

18 Helmi 27min

The Hidden Cost of AI: Making Data Centers Sustainable

The Hidden Cost of AI: Making Data Centers Sustainable

Understanding the Environmental Impact of AI with Dr. Yi Ding Hosted and produced by Kristin MalavendaIn this episode of Engineering Innovations, host Kristin Malavenda talks to Dr. Yi Ding, an associ...

21 Tammi 27min

Unveiling the Complex Web of Software Security

Unveiling the Complex Web of Software Security

Unpacking Software Supply Chain Security with Dr. Santiago Torres AriasHosted and produced by Kristin MalavendaIn this episode of Engineering Innovations, host Kristin Malavenda speaks with Dr. Santia...

17 Joulu 202530min

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