KleinLab

KleinLab - Methods for Big Data, led by Prof. Dr. Nadja Klein and based at the Scientific Computing Center (SCC) of the Karlsruhe Institute of Technology (KIT), is dedicated to developing innovative statistical and mathematical approaches at the intersection of Bayesian statistics and machine learning. Our research focuses on quantifying uncertainties in statistical and machine learning models, enhancing robustness, and improving data efficiency through the integration of prior knowledge. We engage in both theoretical and empirical research, tailoring methods to interdisciplinary applications.