"performance estimation" Papers

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Estimating Model Performance Under Covariate Shift Without Labels

Jakub Białek, Juhani Kivimäki, Wojciech Kuberski et al.

NEURIPS 2025arXiv:2401.08348
6
citations

HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning

Jianfeng Li, Jiawen Zhang, Feng Wang et al.

AAAI 2025paperarXiv:2412.10723

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

Mingzhuo Lin, Jianping Luo

NEURIPS 2025

tinyBenchmarks: evaluating LLMs with fewer examples

Felipe Maia Polo, Lucas Weber, Leshem Choshen et al.

ICML 2024arXiv:2402.14992
178
citations