Winner-takes-all for Multivariate Probabilistic Time Series Forecasting

Adrien Cortés, Rémi Rehm, Victor Letzelter

We introduce TimeMCL, a method leveraging the Multiple Choice Learning (MCL) paradigm to forecast multiple plausible time series futures. Our approach employs a neural network with…