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Robustness Evaluation and Neural Network Verification

Department: Computer Science

Quarter: Spring 2022

Seminar Date: May 06, 2022

Speaker Name:
Cho-Jui Hsieh

Organization:
UCLA

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Speaker Website:
http://web.cs.ucla.edu/~chohsieh/

Bio:
Cho-Jui Hsieh is an assistant professor in UCLA Computer Science Department. He obtained his Ph.D. from the University of Texas at Austin in 2015. His work mainly focuses on improving the efficiency …

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Summary:
Robustness of machine learning models have become an important issue in many real world systems, such as self-driving cars and predictive healthcare. In this talk, I will start from the basic definit…

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