Aleksander Wieczorek

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 13

Top Topics

Hierarchical Clustering

Information Bottleneck

Structure Learning

Top Venues

Publications

Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth
Learning Conditional Invariance through Cycle Consistency. CoRR (2021)
Maxim Samarin, Vitali Nesterov, Mario Wieser, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth
Learning Conditional Invariance Through Cycle Consistency. GCPR (2021)
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates. Entropy 22 (4) (2020)
Aleksander Wieczorek, Volker Roth
On the Difference between the Information Bottleneck and the Deep Information Bottleneck. Entropy 22 (2) (2020)
Mario Wieser, Sonali Parbhoo, Aleksander Wieczorek, Volker Roth
Inverse Learning of Symmetries. NeurIPS (2020)
Mario Wieser, Sonali Parbhoo, Aleksander Wieczorek, Volker Roth
Inverse Learning of Symmetry Transformations. CoRR (2020)
Aleksander Wieczorek, Volker Roth
On the Difference Between the Information Bottleneck and the Deep Information Bottleneck. CoRR (2019)
Adam Kortylewski, Aleksander Wieczorek, Mario Wieser, Clemens Blumer, Sonali Parbhoo, Andreas Morel-Forster, Volker Roth, Thomas Vetter
Greedy Structure Learning of Hierarchical Compositional Models. CVPR (2019)
Aleksander Wieczorek, Volker Roth
Information Theoretic Causal Effect Quantification. Entropy 21 (10) (2019)
Aleksander Wieczorek, Mario Wieser, Damian Murezzan, Volker Roth
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck. ICLR (Poster) (2018)
Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter
Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. CoRR (2018)
Aleksander Wieczorek, Mario Wieser, Damian Murezzan, Volker Roth
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck. CoRR (2018)
Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth
Bayesian Markov Blanket Estimation. AISTATS (2016)
Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth
Bayesian Markov Blanket Estimation. CoRR (2015)
Aleksander Wieczorek, Roman Slowinski
Generating a set of association and decision rules with statistically representative support and anti-support. Inf. Sci. 277 (2014)
Michail Vlachos, Aleksander Wieczorek, Johannes Schneider
Right-protected data publishing with hierarchical clustering preservation. CIKM (2012)
Aleksander Wieczorek, Ana Busic, Emmanuel Hyon
Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes. EPEW (2011)