Aleksander Wieczorek
Aleksander Wieczorek
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Learning sparse latent representations with the deep copula information bottleneck
A Wieczorek, M Wieser, D Murezzan, V Roth
International Conference on Learning Representations (ICLR), 2018
Information bottleneck for estimating treatment effects with systematically missing covariates
S Parbhoo, M Wieser, A Wieczorek, V Roth
Entropy 22 (4), 389, 2020
On the difference between the information bottleneck and the deep information bottleneck
A Wieczorek, V Roth
Entropy 22 (2), 131, 2020
Generating a set of association and decision rules with statistically representative support and anti-support
A Wieczorek, R Słowiński
Information Sciences 277, 56-70, 2014
Information theoretic causal effect quantification
A Wieczorek, V Roth
Entropy 21 (10), 975, 2019
Greedy structure learning of hierarchical compositional models
A Kortylewski, A Wieczorek, M Wieser, C Blumer, S Parbhoo, ...
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 11612-11621, 2019
Informed MCMC with Bayesian neural networks for facial image analysis
A Kortylewski, M Wieser, A Morel-Forster, A Wieczorek, S Parbhoo, ...
NeurIPS Bayesian Deep Learning Workshop, 2018
Bayesian markov blanket estimation
D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth
Artificial Intelligence and Statistics, 333-341, 2016
Inverse Learning of Symmetries
M Wieser, S Parbhoo, A Wieczorek, V Roth
Advances in Neural Information Processing Systems 33, 2020
Causal compression
A Wieczorek, V Roth
NIPS What If? Inference and Learning of Hypothetical and Counterfactual …, 2016
Learning conditional invariance through cycle consistency
M Samarin, V Nesterov, M Wieser, A Wieczorek, S Parbhoo, V Roth
DAGM German Conference on Pattern Recognition, 376-391, 2021
Critical level policies in lost sales inventory systems with different demand classes
A Wieczorek, A Bušić, E Hyon
Computer Performance Engineering: 8th European Performance Engineering …, 2011
Right-protected data publishing with hierarchical clustering preservation
M Vlachos, A Wieczorek, J Schneider
Proceedings of the 21st ACM international conference on Information and …, 2012
Critical level policies in queueing systems with different demand classes
A Wieczorek, A Bušić, E Hyon
3th Conference on Optimization and Practices in Industry, COPI'11, 2011
Time Series Classification with Causal Compression
A Wieczorek, V Roth
NIPS Time Series Workshop 2017, 0
Supplement to Bayesian Markov Blanket Estimation
D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth
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