Author Archives: Lucas Zimmer

NAS-Bench-301 and the Case for Surrogate NAS Benchmarks

By Julien Siems, Lucas Zimmer, Arber Zela, Jovita Lukasik, Margret Keuper & Frank Hutter The Need for Realistic NAS Benchmarks Neural Architecture Search (NAS) is a logical next step in representation learning as it removes human bias from architecture design, similar to deep learning removing human bias from feature engineering. As such, NAS has experienced […]

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