Nico Hambauer

According to our database, Nico Hambauer authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

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