Concepedia

Author

Stefan Bauer

Max Planck Institute for Intelligent SystemsORCID

Also Known As

A Knuth, Bauer, Stefan, Gao, Jianfeng, S Bauer, S. BAUER, S. Bauer, STEFAN BAUER, Schölkopf, Bernhard, Stefan Bauer, Stefan M. Bauer

210

Publications

13.4K

Citations

36

H-Index

201

Concepts

All Affiliations

Max Planck Institute for Intelligent SystemsETH ZurichUniversity of BernMax Planck SocietyTechnical University of Denmark
SB

About

Stefan Bauer is an author at Max Planck Institute for Intelligent Systems specializing in engineering, data science, and machine learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

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Engineering

25

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3.6K

2

Health Sciences

5

5

248

3

Management

4

4

169

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Arts

1

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86

5

Education

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Stefan Bauer

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70

Publications

5.8K

Citations

34

H-Index

YearCitations

Toward Causal Representation Learning

Bernhard Schölkopf, Francesco Locatello, Stefan Bauer,

Proceedings of the IEEE

2021

921

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić,

arXiv (Cornell University)

2018

611

Machine learning–enabled high-entropy alloy discovery

Ziyuan Rao, Po‐Yen Tung, Ruiwen Xie,

Science

2022

588

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

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić,

arXiv (Cornell University)

2018

299

Causal machine learning for predicting treatment outcomes

Stefan Feuerriegel, Dennis Frauen, Valentyn Melnychuk,

Nature Medicine

2024

208

Automatic Human Sleep Stage Scoring Using Deep Neural Networks

Alexander Malafeev, Dmitry Laptev, Stefan Bauer,

Frontiers in Neuroscience

2018

147

Multi-Modal Glioblastoma Segmentation: Man versus Machine

Nicole Porz, Stefan Bauer, Alessia Pica,

PLoS ONE

2014

137

Prevention is better than cure! Designing information security awareness programs to overcome users' non-compliance with information security policies in banks

Stefan Bauer, Edward Bernroider, Katharina Chudzikowski

Computers & Security

2017

118

Clinical Evaluation of a Fully-automatic Segmentation Method for Longitudinal Brain Tumor Volumetry

Raphael Meier, Urspeter Knecht, Tina Loosli,

Scientific Reports

2016

111

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