CLVAE: A Variational Autoencoder for Long-Term Customer Revenue Forecasting

Jeffrey Näf, Riana Valera Mbelson, Markus Meierer

Predicting customers' long-term revenue from sparse and irregular transaction data is central to marketing resource allocation in non-contractual settings, yet existing approaches…