no code implementations • 20 Feb 2024 • Cornelius Fritz, Co-Pierre Georg, Angelo Mele, Michael Schweinberger
Modern software development involves collaborative efforts and reuse of existing code, which reduces the cost of developing new software.
2 code implementations • 6 Apr 2021 • David Rügamer, Chris Kolb, Cornelius Fritz, Florian Pfisterer, Philipp Kopper, Bernd Bischl, Ruolin Shen, Christina Bukas, Lisa Barros de Andrade e Sousa, Dominik Thalmeier, Philipp Baumann, Lucas Kook, Nadja Klein, Christian L. Müller
In this paper we describe the implementation of semi-structured deep distributional regression, a flexible framework to learn conditional distributions based on the combination of additive regression models and deep networks.
no code implementations • 3 Jan 2021 • Cornelius Fritz, Emilio Dorigatti, David Rügamer
The results corroborate the necessity of including mobility data and showcase the flexibility and interpretability of our approach.
no code implementations • 15 Dec 2020 • Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann
Accurate and interpretable forecasting models predicting spatially and temporally fine-grained changes in the numbers of intrastate conflict casualties are of crucial importance for policymakers and international non-governmental organisations (NGOs).
Applications