Successive Halving with Learning Curve Prediction via Latent Kronecker Gaussian Processes

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Jihao Andreas Lin, Nicolas Mayoraz, Steffen Rendle, Dima Kuzmin, Emil Praun, Berivan Isik

Published: 29 Aug 2025, Last Modified: 04 Sept 2025AutoML 2025 Non-Archival Content TrackEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: Short paper
Tldr: We investigate learning curve predictions based on Gaussian processes in the context of successive halving.
Submission Number: 28