Chris Kolb

Chris Kolb

Ludwig Maximilians Universität München - München / Germany
Others
AD Scientific Index ID: 5660114
Ludwig Maximilian University of Munich
person_outline Chris Kolb's MOST POPULAR ARTICLES
1-) Semi-structured distributional regressionD Rügamer, C Kolb, N KleinThe American Statistician 78 (1), 88-99, 202446*2024
2-) Deepregression: a flexible neural network framework for semi-structured deep distributional regressionD Rügamer, C Kolb, C Fritz, F Pfisterer, P Kopper, B Bischl, R Shen, ...Journal of Statistical Software 105, 1-31, 2023122023
3-) Smoothing the Edges: Smooth Optimization for Sparse Regularization using Hadamard OverparametrizationC Kolb, CL Müller, B Bischl, D RügamerarXiv preprint arXiv:2307.03571, 202372023
4-) Generalizing Orthogonalization for Models with Non-linearitiesD Rügamer, C Kolb, T Weber, L Kook, T NaglerForty-first International Conference on Machine Learning., 202412024
5-) How Inverse Conditional Flows Can Serve as a Substitute for Distributional RegressionL Kook, C Kolb, P Schiele, D Dold, M Arpogaus, C Fritz, PF Baumann, ...The 40th Conference on Uncertainty in Artificial Intelligence, 20242024