Preprint

Preprint · 2025

Efficient Function Approximation Under Heteroskedastic Noise

Yuji Nakatsukasa · Yifu Zhang

Introduces HeteroChebtrunc, a method for approximating functions from samples under heteroskedastic (non-uniform variance) noise, together with high-probability error analysis and numerical experiments.

arXiv:2508.08683 · Numerical Analysis (math.NA)

Citation text

Yuji Nakatsukasa and Yifu Zhang. “Efficient Function Approximation Under Heteroskedastic Noise.” arXiv:2508.08683 [math.NA], 2025.