![](https://dblp.dagstuhl.de/img/logo.320x120.png)
![search dblp search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
![search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
default search action
Sina Däubener
Person information
SPARQL queries ![](https://dblp.dagstuhl.de/img/new.blue.24x12.png)
Refine list
![note](https://dblp.dagstuhl.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [b1]Sina Däubener:
Leveraging stochasticity to increase the robustness of artificial neural networks. Ruhr University Bochum, Germany, 2024 - [i5]Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric T. Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E. Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin:
On the Challenges and Opportunities in Generative AI. CoRR abs/2403.00025 (2024) - 2023
- [c8]David Pape, Sina Däubener, Thorsten Eisenhofer, Antonio Emanuele Cinà, Lea Schönherr:
On the Limitations of Model Stealing with Uncertainty Quantification Models. ESANN 2023 - [i4]David Pape, Sina Däubener, Thorsten Eisenhofer, Antonio Emanuele Cinà, Lea Schönherr:
On the Limitations of Model Stealing with Uncertainty Quantification Models. CoRR abs/2305.05293 (2023) - 2022
- [c7]Sina Däubener, Asja Fischer:
How Sampling Impacts the Robustness of Stochastic Neural Networks. NeurIPS 2022 - [i3]Sina Däubener, Asja Fischer:
How Sampling Impacts the Robustness of Stochastic Neural Networks. CoRR abs/2204.10839 (2022) - 2021
- [c6]Denis Lukovnikov, Sina Däubener, Asja Fischer:
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing. EMNLP (Findings) 2021: 591-598 - [c5]Arne P. Raulf, Sina Däubener, Ben Hack, Axel Mosig, Asja Fischer:
SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations. ESANN 2021 - [c4]Florian Linsner, Linara Adilova, Sina Däubener, Michael Kamp, Asja Fischer:
Approaches to Uncertainty Quantification in Federated Deep Learning. PKDD/ECML Workshops (1) 2021: 128-145 - 2020
- [c3]Sina Däubener, Lea Schönherr
, Asja Fischer
, Dorothea Kolossa
:
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. INTERSPEECH 2020: 4661-4665 - [i2]Sina Däubener, Lea Schönherr, Asja Fischer, Dorothea Kolossa:
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. CoRR abs/2005.14611 (2020) - [i1]Sina Däubener, Asja Fischer:
Investigating maximum likelihood based training of infinite mixtures for uncertainty quantification. CoRR abs/2008.03209 (2020)
2010 – 2019
- 2019
- [c2]Sina Däubener, Sebastian Schmitt, Hao Wang, Peter Krause, Thomas Bäck:
Anomaly Detection in Univariate Time Series: An Empirical Comparison of Machine Learning Algorithms. ICDM 2019: 161-175 - [c1]Markus Thill, Sina Däubener, Wolfgang Konen, Thomas Bäck:
Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks. ITAT 2019: 17-25
Coauthor Index
![](https://dblp.dagstuhl.de/img/cog.dark.24x24.png)
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 2024-07-11 19:26 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint