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Ritwik Gupta

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Ritwik Gupta

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SEI Emerging Technology Center

Ritwik Gupta is a machine learning researcher at the Carnegie Mellon University Software Engineering Institute’s Emerging Technology Center. His research focuses on the intersection of machine learning and health, with many forays into the areas of robotics, adversarial learning, and computational linguistics. He is passionate about educating people about machine learning and the many cool and unique ways it can be applied to unorthodox problem domains.

April 2019 - Video What’s It Like to Intern at the SEI?

Authors: Ritwik Gupta

In this SEI Cyber Talk, Emerging Technology Center interns Dominick Gurnari and Sandra Sajeev discuss what it’s like to intern at the SEI, a DoD federally funded research and development center.

March 2019 - Video Learning by Observing via Inverse Reinforcement Learning

This SEI Cyber Talk episode explains how inverse reinforcement learning can be effective for teaching agents to perform complex tasks with many states and actions.

November 2018 - Podcast Deep Learning in Depth: The Future of Deep Learning

Ritwik Gupta and Carson Sestili discuss the future of deep learning.

November 2018 - Podcast Deep Learning in Depth: Adversarial Machine Learning

Topics: Cyber-Physical Systems

Ritwik Gupta of the SEI’s Emerging Technology Center and Carson Sestili, formerly of the SEI’s CERT Division and now with Google, discuss adversarial machine learning.

November 2018 - Podcast Deep Learning in Depth: The Importance of Diverse Perspectives

Ritwik Gupta of the SEI’s Emerging Technology Center and Carson Sestili, formerly of the SEI’s CERT Division and now with Google, discuss the importance of diverse perspectives in deep learning.

October 2018 - Podcast Deep Learning in Depth: IARPA's Functional Map of the World Challenge

Ritwik Gupta and Carson Sestili describe their use of deep learning in IARPA’s Functional Map of the World Challenge.

October 2018 - Podcast Deep Learning in Depth: Deep Learning versus Machine Learning

Topics: Cybersecurity Engineering

In this podcast excerpt, Ritwik Gupta and Carson Sestili describe deep learning and how it differs from machine learning.

June 2018 - Podcast Deep Learning in Depth: The Good, the Bad, and the Future

Ritwik Gupta and Carson Sestili describe deep learning, a popular and quickly growing subfield of machine learning.