Search Results for author: Archit Karandikar

Found 1 papers, 0 papers with code

Soft Calibration Objectives for Neural Networks

no code implementations NeurIPS 2021 Archit Karandikar, Nicholas Cain, Dustin Tran, Balaji Lakshminarayanan, Jonathon Shlens, Michael C. Mozer, Becca Roelofs

When incorporated into training, these soft calibration losses achieve state-of-the-art single-model ECE across multiple datasets with less than 1% decrease in accuracy.

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