Aleksander Wieczorek

According to our database, Aleksander Wieczorek authored at least 13 papers between 2011 and 2021.

Collaborative distances:

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

2021

Learning Conditional Invariance Through Cycle Consistency.

Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

2020

On the Difference between the Information Bottleneck and the Deep Information Bottleneck.

Aleksander Wieczorek, Volker Roth

Entropy, 2020

Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates.

Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth

Entropy, 2020

Inverse Learning of Symmetry Transformations.

Mario Wieser, Sonali Parbhoo, Aleksander Wieczorek, Volker Roth

CoRR, 2020

Inverse Learning of Symmetries.

Mario Wieser, Sonali Parbhoo, Aleksander Wieczorek, Volker Roth

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Information Theoretic Causal Effect Quantification.

Aleksander Wieczorek, Volker Roth

Entropy, 2019

Greedy Structure Learning of Hierarchical Compositional Models.

Adam Kortylewski, Aleksander Wieczorek, Mario Wieser, Clemens Blumer, Sonali Parbhoo, Andreas Morel-Forster, Volker Roth, Thomas Vetter

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Informed MCMC with Bayesian Neural Networks for Facial Image Analysis.

Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter

CoRR, 2018

Learning Sparse Latent Representations with the Deep Copula Information Bottleneck.

Aleksander Wieczorek, Mario Wieser, Damian Murezzan, Volker Roth

Proceedings of the 6th International Conference on Learning Representations, 2018

2016

Bayesian Markov Blanket Estimation.

Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2014

Generating a set of association and decision rules with statistically representative support and anti-support.

Aleksander Wieczorek, Roman Slowinski

Inf. Sci., 2014

2012

Right-protected data publishing with hierarchical clustering preservation.

Michail Vlachos, Aleksander Wieczorek, Johannes Schneider

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes.

Aleksander Wieczorek, Ana Busic, Emmanuel Hyon

Proceedings of the Computer Performance Engineering, 2011