Publications

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Conference Proceedings
M. Haußmann, Gerwinn, S., and Kandemir, M., Bayesian Evidential Deep Learning with PAC Regularization , 3rd Symposium on Advances in Approximate Bayesian Inference . 2020.
M. Haußmann, Gerwinn, S., Look, A., Rakitsch, B., and Kandemir, M., Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes, International Conference on Artificial Intelligence and Statistics , vol. PMLR 130. pp. 478-486, 2021.