Engineering Innovations: What Role Does Data Science Play in Advancing AI Technology?

Engineering Innovations: What Role Does Data Science Play in Advancing AI Technology?

Decoding AI: Enhancing Efficiency and Reliability in Machine Learning with Dr. Jing Gao

In this episode of Engineering Innovations, hosted by Kristin Malavenda of Purdue University's Elmore Family School of Electrical and Computer Engineering, we interview Dr. Jing Gao, an Associate Professor renowned for her pioneering work in data science. Dr. Gao shares insights on improving the reliability and efficiency of AI models, which are crucial for everything from medical diagnoses to everyday applications like smartphone AI. She discusses her groundbreaking research on data poisoning attacks and the development of innovative tools like the Interpretation Manipulation Framework and Light Token. The conversation also delves into the importance of mentorship in academia and the interdisciplinary nature of data science research.

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranked among the best in the country.

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Episoder(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 Jul 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 Jun 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 Mai 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 Apr 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 Mar 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 Feb 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 Jan 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 Des 202530min

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