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Younjoo Lee

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Preprint Aug 2026

SchurQuant: Groupwise Discrete Optimization for Layer-Wise LLM Quantization

SCHUROPT is introduced, which analytically eliminates the suffix's optimal continuous response, yielding an exact groupwise quadratic with Schur-complement curvature, and achieves the highest mean zero-shot accuracy among the evaluated backpropagation free PTQ baselines.

Gunjun Lee, Sehwan Son, Younjoo Lee et al. · 0 citations