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TruEra – Fundamentals of ML Monitoring in 10 Minutes

Posted Sep 29
# datacentricaisummit2022
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SPEAKER
Anupam Datta
Anupam Datta
Anupam Datta
President, Chief Scientist, and cofounder @ TruEra

Anupam Datta is Co-Founder, President, and Chief Scientist of TruEra. He is also Professor of Electrical and Computer Engineering and (by courtesy) Computer Science at Carnegie Mellon University. His research focuses on enabling real-world complex systems to be accountable for their behavior, especially as they pertain to privacy, fairness, and security. His work has helped create foundations and tools for accountable data-driven systems. Specific results include an accountability tool chain for privacy compliance deployed in industry, automated discovery of gender bias in the targeting of job-related online ads, principled tools for explaining decisions of artificial intelligence systems, and monitoring audit logs to ensure privacy compliance.

Datta serves as lead PI of a large NSF project on Accountable Decision Systems, on the Steering Committees of the Conference on Fairness, Accountability, and Transparency in socio-technical systems and the IEEE Computer Security Foundations Symposium, and as an Editor-in-Chief of Foundations and Trends in Privacy and Security. He obtained Ph.D. and M.S. degrees from Stanford University and a B.Tech. from IIT Kharagpur, all in Computer Science.

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Anupam Datta is Co-Founder, President, and Chief Scientist of TruEra. He is also Professor of Electrical and Computer Engineering and (by courtesy) Computer Science at Carnegie Mellon University. His research focuses on enabling real-world complex systems to be accountable for their behavior, especially as they pertain to privacy, fairness, and security. His work has helped create foundations and tools for accountable data-driven systems. Specific results include an accountability tool chain for privacy compliance deployed in industry, automated discovery of gender bias in the targeting of job-related online ads, principled tools for explaining decisions of artificial intelligence systems, and monitoring audit logs to ensure privacy compliance.

Datta serves as lead PI of a large NSF project on Accountable Decision Systems, on the Steering Committees of the Conference on Fairness, Accountability, and Transparency in socio-technical systems and the IEEE Computer Security Foundations Symposium, and as an Editor-in-Chief of Foundations and Trends in Privacy and Security. He obtained Ph.D. and M.S. degrees from Stanford University and a B.Tech. from IIT Kharagpur, all in Computer Science.

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