Search Results for author: Aman Mehra

Found 1 papers, 0 papers with code

Predicting the Performance of Foundation Models via Agreement-on-the-Line

no code implementations2 Apr 2024 Aman Mehra, Rahul Saxena, Taeyoun Kim, Christina Baek, Zico Kolter, aditi raghunathan

Recently, it was shown that ensembles of neural networks observe the phenomena ``agreement-on-the-line'', which can be leveraged to reliably predict OOD performance without labels.

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