ReLU is all you need for NASWOT

Published: 29 Aug 2025, Last Modified: 29 Aug 2025AutoML 2025 Non-Archival Content TrackEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: Short paper
Tldr: We generalize NASWOT to support diverse activation functions for training-free performance prediction, but surprisingly find that ReLU alone retains most of the relevant information across NLP benchmarks.
Submission Number: 24
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