Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHelena Kotthaus
Person information
- affiliation: TU Dortmund University, Department of Computer Science, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2018
[b1]Helena Kotthaus:
Methods for efficient resource utilization in statistical machine learning algorithms. Technical University of Dortmund, Germany, 2018
Journal Articles
- 2022
- [j2]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) - 2019
- [j1]Pinar Tözün
, Helena Kotthaus:
Scheduling Data-Intensive Tasks on Heterogeneous Many Cores. IEEE Data Eng. Bull. 42(1): 61-72 (2019)
Conference and Workshop Papers
- 2023
- [c10]Hanxiao Tan, Helena Kotthaus:
Explainability-Aware One Point Attack for Point Cloud Neural Networks. WACV 2023: 4570-4579 - 2022
- [c9]Matthias Jakobs, Helena Kotthaus, Ines Röder, Maximilian Baritz:
SancScreen: Towards a Real-world Dataset for Evaluating Explainability Methods. LWDA 2022: 33-44 - [c8]Hanxiao Tan, Helena Kotthaus:
Surrogate Model-Based Explainability Methods for Point Cloud NNs. WACV 2022: 2927-2936 - 2021
- [c7]Pierre Haritz, Lukas Pfahler, Thomas Liebig, Helena Kotthaus:
Self-Supervised Source Code Annotation from Related Research Papers. ICDM (Workshops) 2021: 1083-1084 - 2019
- [c6]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: 59-62 - 2017
- [c5]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: 180-195 - 2016
- [c4]Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang:
Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies. LION 2016: 267-273 - [c3]Ingo Korb, Helena Kotthaus, Peter Marwedel:
mmapcopy: efficient memory footprint reduction using application knowledge. SAC 2016: 1832-1837 - 2014
- [c2]Helena Kotthaus, Ingo Korb, Michael Engel, Peter Marwedel:
Dynamic page sharing optimization for the R language. DLS 2014: 79-90 - 2011
- [c1]Heiko Falk, Helena Kotthaus:
WCET-driven cache-aware code positioning. CASES 2011: 145-154
Parts in Books or Collections
- 2022
- [p2]Helena Kotthaus, Peter Marwedel:
Optimization of ML on Modern Multicore Systems. Mach. Learn. under Resour. Constraints Vol. 1 (1) 2022: 285-304 - [p1]Helena Kotthaus, Peter Marwedel:
Efficient Memory Footprint Reduction. Mach. Learn. under Resour. Constraints Vol. 1 (1) 2022: 306-324
Informal and Other Publications
- 2021
- [i4]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 abs/2105.10197 (2021) - [i3]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 abs/2106.00512 (2021) - [i2]Hanxiao Tan, Helena Kotthaus:
Surrogate Model-Based Explainability Methods for Point Cloud NNs. CoRR abs/2107.13459 (2021) - [i1]Hanxiao Tan, Helena Kotthaus:
Explainability-Aware One Point Attack for Point Cloud Neural Networks. CoRR abs/2110.04158 (2021)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:41 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
