Aleksander Wieczorek

17 papers A* 2A 2Journal 10Unranked 3

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