Kneib, Thomas

4 publications

UAI 2025 Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals Marcel Arpogaus, Thomas Kneib, Thomas Nagler, David Rügamer

TMLR 2024 Interpretable Additive Tabular Transformer Networks Anton Frederik Thielmann, Arik Reuter, Thomas Kneib, David Rügamer, Benjamin Säfken

AISTATS 2024 Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean Anton Frederik Thielmann, René-Marcel Kruse, Thomas Kneib, Benjamin Säfken

MLOSS 2010 Model-Based Boosting 2.0 Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, Benjamin Hofner