Malte Nalenz

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Stochastic Dominance

Machine Learning Algorithms

Regression Trees

Top Venues

Int. J. Approx. Reason.

Publications

Hannah Blocher, Georg Schollmeyer, Malte Nalenz, Christoph Jansen
Comparing machine learning algorithms by union-free generic depth. Int. J. Approx. Reason. 169 (2024)
Malte Nalenz, Julian Rodemann, Thomas Augustin
Learning de-biased regression trees and forests from complex samples. Mach. Learn. 113 (6) (2024)
Hannah Blocher, Georg Schollmeyer, Christoph Jansen, Malte Nalenz
Depth functions for partial orders with a descriptive analysis of machine learning algorithms. ISIPTA (2023)
Hannah Blocher, Georg Schollmeyer, Malte Nalenz, Christoph Jansen
Comparing Machine Learning Algorithms by Union-Free Generic Depth. CoRR (2023)
Hannah Blocher, Georg Schollmeyer, Christoph Jansen, Malte Nalenz
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms. CoRR (2023)
Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, Anne-Laure Boulesteix
Evaluating machine learning models in non-standard settings: An overview and new findings. CoRR (2023)
Christoph Jansen, Malte Nalenz, Georg Schollmeyer, Thomas Augustin
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance. J. Mach. Learn. Res. 24 (2023)
Malte Nalenz, Thomas Augustin
Compressed Rule Ensemble Learning. AISTATS (2022)
Christoph Jansen, Malte Nalenz, Georg Schollmeyer, Thomas Augustin
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance. CoRR (2022)