Aleksander Wieczorek

University of Basel — Switzerland

Computer Science · Physical Sciences

6h-index95citations18works0.02yr avg
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Research Topics

Bayesian Modeling and Causal Inference(5), Statistical Methods and Inference(4), Machine Learning in Healthcare(4), Computational Drug Discovery Methods(3), Generative Adversarial Networks and Image Synthesis(3)

Publications18 total

Learning Conditional Invariance Through Cycle Consistency
Lecture notes in computer science·2021Open Access
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates
Entropy·2020· 12 citedOpen Access
Inverse Learning of Symmetry Transformations.
arXiv (Cornell University)·2020· 2 citedOpen Access
Inverse Learning of Symmetries
arXiv (Cornell University)·2020· 1 citedOpen Access
Information Theoretic Causal Effect Quantification
Entropy·2019· 13 citedOpen Access
Greedy Structure Learning of Hierarchical Compositional Models
2019· 8 citedOpen Access
Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
arXiv (Cornell University)·2018· 6 citedOpen Access
Cause-Effect Deep Information Bottleneck For Systematically Missing Covariates
arXiv (Cornell University)·2018Open Access
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck
arXiv (Cornell University)·2018· 14 citedOpen Access
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck
arXiv (Cornell University)·2018· 10 citedOpen Access
Causal Compression
arXiv (Cornell University)·2016· 5 citedOpen Access
Causal Compression
arXiv (Cornell University)·2016· 3 citedOpen Access
Bayesian Markov Blanket Estimation
edoc (University of Basel)·2016· 1 citedOpen Access
Bayesian Markov Blanket Estimation
arXiv (Cornell University)·2015Open Access
Generating a set of association and decision rules with statistically representative support and anti-support
Information Sciences·2014· 14 cited
Right-protected data publishing with hierarchical clustering preservation
2012· 1 cited
Critical level policies in queueing systems with different demand classes
HAL (Le Centre pour la Communication Scientifique Directe)·2011· 1 cited
Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes
Lecture notes in computer science·2011· 4 cited

Frequent Co-authors

Volker Röth(14), Mario Wieser(9), Sonali Parbhoo(9), Damian Murezzan(2), Adam Kortylewski(2), Andreas Morel-Forster(2), Thomas Vetter(2), Ana Bušić(2), Emmanuel Hyon(2), Dinu Kaufmann(2), Sebastian Mathias Keller(2), David Adametz(2), Roman Słowiński(1), Clemens Blumer(1), Michail Vlachos(1), Johannes Schneider(1), Maxim Samarin(1), Vitali Nesterov(1)