Search Results for author: Austin Coursey

Found 4 papers, 0 papers with code

Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability

no code implementations13 Apr 2022 Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo

The documentation practice for machine-learned (ML) models often falls short of established practices for traditional software, which impedes model accountability and inadvertently abets inappropriate or misuse of models.

BIG-bench Machine Learning Ethics

Remaining Useful Life Estimation of Hard Disk Drives using Bidirectional LSTM Networks

no code implementations11 Sep 2021 Austin Coursey, Gopal Nath, Srikanth Prabhu, Saptarshi Sengupta

Physical and cloud storage services are well-served by functioning and reliable high-volume storage systems.

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