Nico Hambauer

According to our database, Nico Hambauer authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Unveiling Location-Specific Price Drivers: A Two-Stage Cluster Analysis for Interpretable House Price Predictions.

Paul Gümmer, Julian Rosenberger, Mathias Kraus, Patrick Zschech, Nico Hambauer

CoRR, August, 2025

Benchmarking Cluster-Then-Predict Models to Challenge Prevailing Global Machine Learning Models.

Nico Hambauer, Theodor Stoecker, Patrick Zschech, Mathias Kraus

Proceedings of the 58th Hawaii International Conference on System Sciences, 2025

A Taxonomy for Uncertainty-Aware Explainable AI.

Maximilian Förster, Michael Hagn, Nico Hambauer, Paula Kathrin Viktoria Jaki, Andreas Alexander Obermeier, Marc Pinski, Andreas Schauer, Alexander Schiller

Proceedings of the 33rd European Conference on Information Systems, 2025

2024

Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models.

Sven Kruschel, Nico Hambauer, Sven Weinzierl, Sandra Zilker, Mathias Kraus, Patrick Zschech

CoRR, 2024

Coupling Neural Networks Between Clusters for Better Personalized Care.

Mathias Kraus, Nico Hambauer, Kristina Müller, Pavlina Kröckel, Nalika Ulapane, Arno De Caigny, Koen W. De Bock, Kristof Coussement

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

IGANN Sparse: Bridging Sparsity and Interpretability with Non-Linear Insight.

Theodor Felix Stoecker, Nico Hambauer, Patrick Zschech, Mathias Kraus

Proceedings of the 32nd European Conference on Information Systems, 2024

2022

A Light in the Dark: Deep Learning Practices for Industrial Computer Vision.

Maximilian V. Harl, Marvin Herchenbach, Sven Kruschel, Nico Hambauer, Patrick Zschech, Mathias Kraus

Proceedings of the WI for Grand Challenges, 2022

GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints.

Patrick Zschech, Sven Weinzierl, Nico Hambauer, Sandra Zilker, Mathias Kraus

Proceedings of the 30th European Conference on Information Systems, 2022