Poster "surrogate models" Papers

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Informed Initialization for Bayesian Optimization and Active Learning

Carl Hvarfner, David Eriksson, Eytan Bakshy et al.

NEURIPS 2025arXiv:2510.23681

Per-Architecture Training-Free Metric Optimization for Neural Architecture Search

Mingzhuo Lin, Jianping Luo

SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.

Elizaveta Semenova, Siobhan Mackenzie Hall, Timothy James Hitge et al.

NEURIPS 2025arXiv:2502.06753

TransferBench: Benchmarking Ensemble-based Black-box Transfer Attacks

Fabio Brau, Maura Pintor, Antonio Cinà et al.

Learning Surrogates for Offline Black-Box Optimization via Gradient Matching

Minh Hoang, Azza Fadhel, Aryan Deshwal et al.

ICML 2024arXiv:2503.01883