NEURIPS 2025 "model deployment" Papers

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Estimating Model Performance Under Covariate Shift Without Labels

Jakub Białek, Juhani Kivimäki, Wojciech Kuberski et al.

NEURIPS 2025posterarXiv:2401.08348
5
citations

FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic

Kanghyun Choi, Hyeyoon Lee, Sunjong Park et al.

NEURIPS 2025arXiv:2510.24061

Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression

Xi Zhang, Xiaolin Wu, Jiamang Wang et al.

NEURIPS 2025posterarXiv:2510.20984