Aleksander Wieczorek

Joined

October 2017

Names

Aleksander Wieczorek

Emails

****@unibas.ch (Confirmed)

Personal Links

Career & Education History

PhD student

University of Basel (unibas.ch)

2014 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

causal inference

,

information theory

2014 – 2020

Publications

On the Difference between the Information Bottleneck and the Deep Information Bottleneck
Aleksander Wieczorek, Volker Roth
- 2020 (modified: 08 Nov 2022)
- Entropy 2020
- Readers: Everyone
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth
- 2020 (modified: 14 Oct 2025)
- Entropy 2020
- Readers: Everyone
Inverse Learning of Symmetry Transformations
Mario Wieser, Sonali Parbhoo, Aleksander Wieczorek, Volker Roth
- 2020 (modified: 08 Nov 2022)
- CoRR 2020
- Readers: Everyone
Information Theoretic Causal Effect Quantification
Aleksander Wieczorek, Volker Roth
- 2019 (modified: 08 Nov 2022)
- Entropy 2019
- Readers: Everyone
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
- 2018 (modified: 08 Jan 2024)
- CoRR2018
- Readers: Everyone
Bayesian Markov Blanket Estimation
Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth
- 2016 (modified: 24 Apr 2023)
- AISTATS 2016
- Readers: Everyone
Generating a set of association and decision rules with statistically representative support and anti-support
Aleksander Wieczorek, Roman Slowinski
- 2014 (modified: 17 Sept 2020)
- Inf. Sci. 2014
- Readers: Everyone
Right-protected data publishing with hierarchical clustering preservation
Michail Vlachos, Aleksander Wieczorek, Johannes Schneider
- 2012 (modified: 06 Nov 2022)
- CIKM 2012
- Readers: Everyone
Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes
Aleksander Wieczorek, Ana Busic, Emmanuel Hyon
- 2011 (modified: 14 May 2025)
- EPEW 2011
- Readers: Everyone

Co-Authors