Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes. - Aleksander Wieczorek; Ana Busic; Emmanuel Hyon (EPEW, 2011)

Right-protected data publishing with hierarchical clustering preservation. - Michail Vlachos; Aleksander Wieczorek; Johannes Schneider 002 (CIKM, 2012)

Generating a set of association and decision rules with statistically representative support and anti-support. - Aleksander Wieczorek; Roman Slowinski (Inf. Sci., 2014)

Bayesian Markov Blanket Estimation. - Dinu Kaufmann; Sonali Parbhoo; Aleksander Wieczorek; Sebastian Keller 001; David Adametz; Volker Roth 001 (AISTATS, 2016)

Learning Sparse Latent Representations with the Deep Copula Information Bottleneck. - Aleksander Wieczorek; Mario Wieser; Damian Murezzan; Volker Roth 001 (ICLR (Poster), 2018)

Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. - Adam Kortylewski; Mario Wieser; Andreas Morel-Forster; Aleksander Wieczorek; Sonali Parbhoo; Volker Roth 001; Thomas Vetter (CoRR, 2018)

Greedy Structure Learning of Hierarchical Compositional Models. - Adam Kortylewski; Aleksander Wieczorek; Mario Wieser; Clemens Blumer; Sonali Parbhoo; Andreas Morel-Forster; Volker Roth 001; Thomas Vetter (CVPR, 2019)

Information Theoretic Causal Effect Quantification. - Aleksander Wieczorek; Volker Roth 001 (Entropy, 2019)

Inverse Learning of Symmetries. - Mario Wieser; Sonali Parbhoo; Aleksander Wieczorek; Volker Roth 001 (NeurIPS, 2020)

Inverse Learning of Symmetry Transformations. - Mario Wieser; Sonali Parbhoo; Aleksander Wieczorek; Volker Roth 001 (CoRR, 2020)

Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates. - Sonali Parbhoo; Mario Wieser; Aleksander Wieczorek; Volker Roth 001 (Entropy, 2020)

On the Difference between the Information Bottleneck and the Deep Information Bottleneck. - Aleksander Wieczorek; Volker Roth 001 (Entropy, 2020)

Learning Conditional Invariance Through Cycle Consistency. - Maxim Samarin; Vitali Nesterov; Mario Wieser; Aleksander Wieczorek; Sonali Parbhoo; Volker Roth 001 (GCPR, 2021)