Alex Daniel Reneau

Feature Programming for Multivariate Time Series Prediction

We introduce the concept of programmable feature engineering for time series modeling and propose a feature programming framework. This framework generates large amounts of predictive features for noisy multivariate time series while allowing users to incorporate their inductive bias with minimal ef…