Quantizing Time-Series Models As Dynamical Systems: Trajectory-Based Quantization Sensitivity Score

Mariya Pavlova, Harrison Bo Hua Zhu, Lidia Vitanova +2

We introduce the Trajectory-based Quantization Sensitivity Score (TQS), a metric that reframes post-training quantization (PTQ) through the lens of dynamical-systems stability. By…