D. Martens, G. Shmueli, T. Evgeniou, K. Bauer, C. Janiesch, S. Feuerriegel, S. Gabel, S. Goethals, T. Greene, N. Klein, M. Kraus, N. Kühl, C. Perlich, W. Verbeke, A. Zharova, P. Zschech and F. Provost arXiv:2504.06791, 2025
2024
Calibrated Multivariate Regression with Localized PIT Mappings pdf
L. Kock, G. S. Rodrigues, S. A. Sisson, N. Klein and D. Nott arXiv:2409.10855, 2024
Enhanced variable selection for boosting sparser and less complex models in distributional copula regression pdf
A. Strömer, N. Klein, C. Staerk, F. Faschingbauer, H. Klinkhammer and A. Mayr arXiv:2406.03900, 2024
Bayesian effect selection in additive models with an application to time-to-event data pdf
P. Bach and N. Klein arXiv:2401.00840, 2024
Overcoming common challenges in active learning pipelines for object detection through similarity
M. K. Sbeytil, N. Klein, M. Karg, C. Wirth and S. Albayrak Submitted, 2024
Modelling dependent censoring in time-to-event data by boosting copula regression
A. Strömer, N. Klein, I. van Keilegom and A. Mayr
2024
Boosting distributional copula regression for bivariate right-censored time-to-event data pdf
G. Briseño Sanchez, N. Klein, A. Groll and A. Mayr arXiv:2412.15041, 2024
2023
Heat increases experienced racial segregation in the United States pdf
T. Baldenius, N. Koch, H. Klauber and N. Klein arXiv:2306.13772, 2023
Actor heterogeneity and explained variance in network models—a scalable approach through variational approximations. pdf
N. Klein and G. Kauermann arXiv:2204.14214, 2023
Scalable Estimation for Structured Additive Distributional Regression Through Variational Inference pdf
J. Kleinemeier and N. Klein arXiv:2311.07371, 2023
Deep mixture of linear mixed models for complex longitudinal data pdf
L. Kock, N. Klein and D. J. Nott arXiv:2311.07156, 2023
2022
MultiFlags: Multi-class size recommendations for fashion E-commerce
H. Boeddeker, N. Klein, L. Lefakis, A. Weffer, L. Karessli and M. Shirvany Available on request, 2022
Intergenerational social mobility in the United States: A multivariate analysis using Bayesian distributional regression
A. März, N. Klein, T. Kneib and O. Mußhof Available on request, 2022
A multidimensional approach is needed to better quantify land-use intensity in biodiversity models
S. Roilo, A. Paulus, V. Alarcón Segura, L. Kock, M. Beckmann, N. Klein and A. Cord
2022