Stefan Bauer

Toward Causal Representation Learning

Bernhard Schölkopf, Francesco Locatello, Stefan Bauer et al. · Proceedings of the IEEE · 2021 · 921 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić et al. · arXiv (Cornell University) · 2018 · 611 citations · Full text

Structured Prediction, Cognitive Science, Engineering +15

Machine learning–enabled high-entropy alloy discovery

Ziyuan Rao, Po‐Yen Tung, Ruiwen Xie et al. · Science · 2022 · 588 citations

Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization

Stefan Bauer, Lutz-P. Nolte, Mauricio Reyes · Lecture notes in computer science · 2011 · 369 citations

Neuro-oncology, Image Analysis, Engineering +13

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić et al. · arXiv (Cornell University) · 2018 · 299 citations · Full text

Structured Prediction, Cognitive Science, Engineering +15