Functional Decomposition and Estimation of Irreversibility in Time Series via Machine Learning

Michele Vodret, Cristiano Pacini, Christian Bongiorno

This work introduces a novel, simple, and flexible method to quantify irreversibility in generic high-dimensional time series based on the well-known mapping to a binary classifica…