Qunwei Li

A Look at the Effect of Sample Design on Generalization through the Lens of Spectral Analysis

2019 · arXiv (Cornell University)

This paper provides a general framework to study the effect of sampling properties of training data on the generalization error of the learned machine learning (ML) models. Specifically, we propose a new spectral analysis of …