Jakobs, Matthias

4 publications

ECML-PKDD 2023 An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke

ECML-PKDD 2023 Online Deep Hybrid Ensemble Learning for Time Series Forecasting Amal Saadallah, Matthias Jakobs

MLJ 2022 Explainable Online Ensemble of Deep Neural Network Pruning for Time Series Forecasting Amal Saadallah, Matthias Jakobs, Katharina Morik

ECML-PKDD 2021 Explainable Online Deep Neural Network Selection Using Adaptive Saliency Maps for Time Series Forecasting Amal Saadallah, Matthias Jakobs, Katharina Morik