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AIMI Journal Club: Understanding Failures of Deep Networks via Robust Feature Extraction - Sahil Singla, PhD Student

Event Details:

Thursday, June 10, 2021
3:00pm - 4:00pm PDT
Sahil Singla

via Zoom - email for link

Stanford community & AIMI affiliates only - recording will be available to the public after the event


Sahil S, Nushi B, Shah S, Kamar E, Horvitz E. Understanding Failures of Deep Networks via Robust Feature Extraction. arXiv:2012.01750


Sahil Singla is a third year PhD student at the University of Maryland, College Park. Earlier, he received his undergraduate degree in Computer Science from IIT Delhi. His primary research interests are adversarial robustness and interpretability of deep neural networks. Much of his recent work has focused on provable defenses against adversarial attacks and interpretability using robust models with publications in ICML, ICLR, CVPR.

Contact Email:

More Information: 
Link to paper

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