Search Results for author: Emma Chen

Found 2 papers, 1 papers with code

Machine Learning Sensors

1 code implementation7 Jun 2022 Pete Warden, Matthew Stewart, Brian Plancher, Colby Banbury, Shvetank Prakash, Emma Chen, Zain Asgar, Sachin Katti, Vijay Janapa Reddi

Machine learning sensors represent a paradigm shift for the future of embedded machine learning applications.

BIG-bench Machine Learning

CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays

no code implementations18 Mar 2021 Emma Chen, Andy Kim, Rayan Krishnan, Jin Long, Andrew Y. Ng, Pranav Rajpurkar

A major obstacle to the integration of deep learning models for chest x-ray interpretation into clinical settings is the lack of understanding of their failure modes.

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