default search action
Sascha Marton
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j1]Sascha Marton
, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev
Explaining neural networks without access to training data. Mach. Learn. 113(6): 3633-3652 (2024) - [c4]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent. AAAI 2024: 14323-14331 - [c3]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data. ICLR 2024 - [c2]Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder:
Interpreting Outliers in Time Series Data through Decoding Autoencoder. TempXAI@PKDD/ECML 2024: 44-57 - [i8]Patrick Knab, Sascha Marton, Christian Bartelt:
DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation. CoRR abs/2403.07733 (2024) - [i7]Andrej Tschalzev, Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data. CoRR abs/2407.02112 (2024) - [i6]Sascha Marton, Tim Grams, Florian Vogt, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning. CoRR abs/2408.08761 (2024) - [i5]Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder:
Interpreting Outliers in Time Series Data through Decoding Autoencoder. CoRR abs/2409.01713 (2024) - 2023
- [c1]Jasmina S. Ernst, Sascha Marton, Jannik Brinkmann, Eduardo Vellasques, Damien Foucard, Martin Kraemer, Marian Lambert:
Bias Mitigation for Large Language Models using Adversarial Learning. AEQUITAS@ECAI 2023 - [i4]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
Learning Decision Trees with Gradient Descent. CoRR abs/2305.03515 (2023) - [i3]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GRANDE: Gradient-Based Decision Tree Ensembles. CoRR abs/2309.17130 (2023) - 2022
- [i2]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt:
Explaining Neural Networks without Access to Training Data. CoRR abs/2206.04891 (2022) - 2020
- [i1]Christian Bartelt, Sascha Marton, Heiner Stuckenschmidt:
xRAI: Explainable Representations through AI. CoRR abs/2012.06006 (2020)
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 2024-11-04 20:43 CET 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: