CEPAE: Conditional Entropy-Penalized Autoencoders for Time Series Counterfactuals

Tomàs Garriga, Gerard Sanz, Eduard Serrahima de Cambra +1

The ability to accurately perform counterfactual inference on time series is crucial for decision-making in fields like finance, healthcare, and marketing, as it allows us to under…