NEURIPS 2025 "data mixture optimization" Papers

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Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework

Thomson Yen, Andrew Siah, Haozhe Chen et al.

NEURIPS 2025posterarXiv:2503.21023
1
citations

Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Shizhe Diao, Yu Yang, Yonggan Fu et al.

NEURIPS 2025spotlightarXiv:2504.13161
19
citations

TANDEM: Bi-Level Data Mixture Optimization with Twin Networks

Jiaxing Wang, Deping Xiang, Jin Xu et al.

NEURIPS 2025poster