2024 "model selection" Papers

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Conference

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IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation

Taejong Joo, Diego Klabjan

ICML 2024poster

Model Assessment and Selection under Temporal Distribution Shift

Elise Han, Chengpiao Huang, Kaizheng Wang

ICML 2024oral

Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm

Mimoun Mohamed, Francois Malgouyres, Valentin Emiya et al.

ICML 2024poster

tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)

Junhua Zeng, Chao Li, Zhun Sun et al.

ICML 2024poster

Towards Realistic Model Selection for Semi-supervised Learning

Muyang Li, Xiaobo Xia, Runze Wu et al.

ICML 2024poster