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Kortylewski, Adam and Wieczorek, Aleksander and Wieser, Mario and Blumer, Clemens and Parbhoo, Sonali and Morel-Forster, Andreas and Roth, Volker and Vetter, Thomas. (2019) Greedy Structure Learning of Hierarchical Compositional Models. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 11612-11621.

Wieczorek, Aleksander and Roth, Volker. (2019) Information Theoretic Causal Effect Quantification. Entropy, 21 (10). p. 975.


Kortylewski, Adam and Wieser, Mario and Morel-Forster, Andreas and Wieczorek, Aleksander and Parbhoo, Sonali and Roth, Volker and Vetter, Thomas. (2018) Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. In: NeurIPS 2018, Bayesian Deep Learning Workshop. pp. 1-4.

Wieser, Mario and Wieczorek, Aleksander and Murezzan, Damian and Roth, Volker. (2018) Learning Sparse Latent Representations with the Deep Copula Information Bottleneck. In: International Conference on Learning Representations.


Kaufmann, Dinu and Parbhoo, Sonali and Wieczorek, Aleksander and Keller, Sebastian and Adametz, David and Roth, Volker . (2016) Bayesian Markov Blanket Estimation. In: Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016, 51. pp. 333-341.