Helena Kotthaus

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 14

Top Venues

CoRR

WACV

LION

SAC

Technical University of Dortmund, Germany (PHD)

Education History

Technical University of Dortmund, Germany

PHD

Publications

Hanxiao Tan, Helena Kotthaus
Explainability-Aware One Point Attack for Point Cloud Neural Networks. WACV (2023)
Katharina Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke, Matthias Jakobs, Nico Piatkowski, Andreas Pauly, Lukas Heppe, Danny Heinrich
Yes we care!-Certification for machine learning methods through the care label framework. Frontiers Artif. Intell. 5 (2022)
Hanxiao Tan, Helena Kotthaus
Surrogate Model-Based Explainability Methods for Point Cloud NNs. WACV (2022)
Matthias Jakobs, Helena Kotthaus, Ines Röder, Maximilian Baritz
SancScreen: Towards a Real-world Dataset for Evaluating Explainability Methods. LWDA (2022)
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Sascha Mücke, Andreas Pauly, Matthias Jakobs, Nico Piatkowski
Yes We Care! - Certification for Machine Learning Methods through the Care Label Framework. CoRR (2021)
Pierre Haritz, Lukas Pfahler, Thomas Liebig, Helena Kotthaus
Self-Supervised Source Code Annotation from Related Research Papers. ICDM (Workshops) (2021)
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Andreas Pauly, Nico Piatkowski
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning. CoRR (2021)
Hanxiao Tan, Helena Kotthaus
Explainability-Aware One Point Attack for Point Cloud Neural Networks. CoRR (2021)
Hanxiao Tan, Helena Kotthaus
Surrogate Model-Based Explainability Methods for Point Cloud NNs. CoRR (2021)
Pinar Tözün, Helena Kotthaus
Scheduling Data-Intensive Tasks on Heterogeneous Many Cores. IEEE Data Eng. Bull. 42 (1) (2019)
Helena Kotthaus, Lea Schönberger, Andreas Lang, Jian-Jia Chen, Peter Marwedel
Can Flexible Multi-Core Scheduling Help to Execute Machine Learning Algorithms Resource-Efficiently? SCOPES (2019)
Helena Kotthaus, Jakob Richter, Andreas Lang, Janek Thomas, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang
RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization. LION (2017)
Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang
Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies. LION (2016)
Ingo Korb, Helena Kotthaus, Peter Marwedel
mmapcopy: efficient memory footprint reduction using application knowledge. SAC (2016)
Helena Kotthaus, Ingo Korb, Michael Engel, Peter Marwedel
Dynamic page sharing optimization for the R language. DLS (2014)
Heiko Falk, Helena Kotthaus
WCET-driven cache-aware code positioning. CASES (2011)

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Publication Activity (10 Years)

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Helena Kotthaus