Jordi Llorens-Terrazas

Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction

2021 · arXiv (Cornell University)

Empirical risk minimization is a standard principle for choosing algorithms in learning theory. In this paper we study the properties of empirical risk minimization for time series. The analysis is carried out in a general …