Explaining neural networks without access to training data
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Tschalzev, Andrej, Stuckenschmidt, Heiner
Published in Machine learning (01.06.2024)
Published in Machine learning (01.06.2024)
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Journal Article
Mapping Glacier Basal Sliding Applying Machine Learning
Umlauft, Josefine, Johnson, Christopher W., Roux, Philippe, Trugman, Daniel Taylor, Lecointre, Albanne, Walpersdorf, Andrea, Nanni, Ugo, Gimbert, Florent, Rouet‐Leduc, Bertrand, Hulbert, Claudia, Lüdtke, Stefan, Marton, Sascha, Johnson, Paul A.
Published in Journal of geophysical research. Earth surface (01.11.2023)
Published in Journal of geophysical research. Earth surface (01.11.2023)
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Journal Article
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Tschalzev, Andrej, Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Year of Publication 02.07.2024
Year of Publication 02.07.2024
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Journal Article
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Year of Publication 29.09.2023
Year of Publication 29.09.2023
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Journal Article
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Year of Publication 05.05.2023
Year of Publication 05.05.2023
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Journal Article
SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning
Marton, Sascha, Grams, Tim, Vogt, Florian, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Year of Publication 16.08.2024
Year of Publication 16.08.2024
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Journal Article
Explaining Neural Networks without Access to Training Data
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Tschalzev, Andrej, Stuckenschmidt, Heiner
Published in arXiv.org (10.06.2022)
Published in arXiv.org (10.06.2022)
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Paper
Journal Article
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Published in arXiv.org (19.08.2024)
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Published in arXiv.org (19.08.2024)
Paper
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Published in arXiv.org (12.03.2024)
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Published in arXiv.org (12.03.2024)
Paper
SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning
Marton, Sascha, Grams, Tim, Vogt, Florian, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Published in arXiv.org (19.09.2024)
Get full text
Published in arXiv.org (19.09.2024)
Paper