Augustin Kelava

According to our database, Augustin Kelava authored at least 5 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A deep learning factor analysis model based on importance-weighted variational inference and normalizing flow priors: Evaluation within a set of multidimensional performance assessments in youth elite soccer players.

Pascal Kilian, Daniel Leyhr, Christopher J. Urban, Oliver Höner, Augustin Kelava

Stat. Anal. Data Min., October, 2023

Mixed effects in machine learning - A flexible mixedML framework to add random effects to supervised machine learning regression.

Pascal Kilian, Sangbeak Ye, Augustin Kelava

Trans. Mach. Learn. Res., 2023

Do personality tests generalize to Large Language Models?

Florian E. Dorner, Tom Sühr, Samira Samadi, Augustin Kelava

CoRR, 2023

2020

Context Sensitivity of EEG-Based Workload Classification Under Different Affective Valence.

Sebastian Grissmann, Martin Spüler, Josef Faller, Tanja Krumpe, Thorsten O. Zander, Augustin Kelava, Christian Scharinger, Peter Gerjets

IEEE Trans. Affect. Comput., 2020

2017

Nonparametric estimation of a latent variable model.

Augustin Kelava, Michael Kohler, Adam Krzyzak, Tim Fabian Schaffland

J. Multivar. Anal., 2017