Anzahl der Einträge: 20. Zeitschriftenartikel
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  ORCID: 0000-0001-8151-9223 ; Johnson, Paul A.
(2023)
Mapping glacier basal sliding applying machine learning.
Journal of geophysical research : JGR. F, Earth surface
Washington, DC ; Hoboken, NJ
128
11, article e2023JF007280
1-20
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Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
GradTree: Learning axis-aligned decision trees with gradient descent.
Wooldridge, Michael ; Dy, Jennifer ; Natarajan, Sriraam
38, No. 13
14323-14331
In: Proceedings of the 38th AAAI Conference on Artificial Intelligence
(2024)
Washington, DC
The 38th Annual AAAI Conference on Artificial Intelligence
(Vancouver, Canada)
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Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Nitschke, Paul ; Kirchdorfer, Lukas ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Enabling mixed effects neural networks for diverse, clustered data using Monte Carlo methods.
tba
tba
In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence: Jeju, 03-09 August 2024
(2024)
Jeju, South Korea
IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence
(Jeju, South Korea)
[Konferenzveröffentlichung]
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Betz, Patrick ; Lüdtke, Stefan ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Rule Confidence Aggregation for Knowledge Graph Completion.
Kirrane, Sabrina ; Šimkus, Mantas ; Soylu, Ahmet ; Roman, Dumitru
Lecture Notes in Computer Science
15183
p. 1
In: Rules and reasoning : 8th International Joint Conferrence, RuleML+RR 2024, Rucharest, Romania, September 16-18, 2024, Proceedings
(2024)
Berlin [u.a.]
RuleML+RR 2024
(Bucharest, Romania)
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Popko, Maximilian ; Bader, Sebastian ; Lüdtke, Stefan ; Kirste, Thomas
Discovering behavioural predispositions in data to improve human activity recognition.
Aehnelt, Mario ; Kirste, Thomas
1-7
In: iWOAR '22: Proceedings of the 7th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence : September 19-20, 2022, Rostock, Germany
(2023)
New York, NY, USA
iWOAR 2022
(Rostock, Germany)
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; He, Yi ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Online random feature forests for learning in varying feature spaces.
Williams, Brian ; Chen, Yiling ; Neville, Jennifer
4587-4595
In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol. 4
(2023)
Washington, DC
AAAI-23
(Washington, DC)
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Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Outlying aspect mining via sum-product networks.
Kashima, Hisashi ; Ide, Tsuyoshi ; Peng, Wen-Chih
Lecture Notes in Computer Science
13935
27-38
In: Advances in knowledge discovery and data mining: 27th Pacific-Asia Conference on knowledge discovery and data mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023 : proceedings. Part I
(2023)
Berlin [u.a.]
PAKDD 2023: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(Osaka, Japan)
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Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Schaum, Johannes ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Leveraging planning landmarks for hybrid online goal recognition.
tba
In: International Conference on Automated Planning and Scheduling ICAPS (2022) : June 13-17, 2022, virtual
(2022)
Aachen
2022 Workshop on Scheduling and Planning Applications woRKshop (ICAPS 2022)
(Singapore, Singapore, Online)
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Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Exchangeability-aware sum-product networks.
De Raedt, Luc
4864-4870
In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, 23-29 July 2022
(2022)
Wien
IJCAI 22, Thirty-First International Joint Conference on Artificial Intelligence
(Wien, Austria)
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Oesterle, Michael ; Bartelt, Christian ; Lüdtke, Stefan ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Self-learning governance of black-box multi-agent systems.
Ajmeri, Nirav ; Morris Martin, Andreasa ; Savarimuthu, Bastin Tony Roy
Lecture Notes in Computer Science
13549
73-91
In: Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV : International Workshop, COINE 2022, virtual event, May 9, 2022, revised selected papers
(2022)
Berlin [u.a.]
COINE 2022, International Workshop
(Online)
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