Learning under Quantization for High-Dimensional Linear Regression

Dechen Zhang, Junwei Su, Difan Zou

The use of low-bit quantization has emerged as an indispensable technique for enabling the efficient training of large-scale models. Despite its widespread empirical success, a rig…