Niggemann, Oliver

6 publications

ECML-PKDD 2025 Breaking Free: Decoupling Forced Systems with Laplace Neural Networks Bernd Zimmering, Cecília Coelho, Vaibhav Gupta, Maria Maleshkova, Oliver Niggemann

AISTATS 2025 On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network Posteriors Tim Rensmeyer, Oliver Niggemann

AAAI 2019 Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models Andreas Bunte, Benno Stein, Oliver Niggemann

AAAI 2019 Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory Alexander Diedrich, Alexander Maier, Oliver Niggemann

AAAI 2015 On the Diagnosis of Cyber-Physical Production Systems Oliver Niggemann, Volker Lohweg

AAAI 2012 Learning Behavior Models for Hybrid Timed Systems Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning