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Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan, Bartelt, Christian, Tschalzev, Andrej ORCID: https://orcid.org/0000-0002-0638-5744 and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 (2024) Explaining neural networks without access to training data. Open Access Machine Learning Dordrecht [u.a.] 113 6 3633-3652 [Zeitschriftenartikel]
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Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. Wooldridge, Michael, Dy, Jennifer and 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) [Konferenzveröffentlichung]

Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 GRANDE: Gradient-Based Decision Tree Ensembles for tabular data. 1-27 In: International Conference on Learning Representations (2024) TheTwelfth International Conference on Learning Representations, ICLR 2024 (Wien, Austria) [Konferenzveröffentlichung]

Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. Open Access (2024) The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, Canada) [Präsentation auf Konferenz]
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Tschalzev, Andrej ORCID: https://orcid.org/0000-0002-0638-5744, Nitschke, Paul, Kirchdorfer, Lukas, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/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]

Betz, Patrick, Lüdtke, Stefan, Meilicke, Christian ORCID: https://orcid.org/0000-0002-0198-5396 and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 Rule Confidence Aggregation for Knowledge Graph Completion. Kirrane, Sabrina, Šimkus, Mantas, Soylu, Ahmet and 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) [Konferenzveröffentlichung]

Amaefule, Chimezie O., Lüdtke, Stefan, Klostermann, Anne, Hinz, Charlotte A., Kampa, Isabell, Kirste, Thomas and Teipel, Stefan (2023) At crossroads in a virtual city: Effect of spatial disorientation on gait variability and psychophysiological response among healthy older adults. Open Access Gerontology Basel ; Freiburg 69 4 450-463 [Zeitschriftenartikel]
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Popko, Maximilian, Bader, Sebastian, Lüdtke, Stefan and Kirste, Thomas Discovering behavioural predispositions in data to improve human activity recognition. Aehnelt, Mario and 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) [Konferenzveröffentlichung]

Schreckenberger, Christian ORCID: https://orcid.org/0000-0002-1229-4945, He, Yi, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 Online random feature forests for learning in varying feature spaces. Williams, Brian, Chen, Yiling and Neville, Jennifer 4587-4595 In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol. 4 (2023) Washington, DC AAAI-23 (Washington, DC) [Konferenzveröffentlichung]

Betz, Patrick, Lüdtke, Stefan, Meilicke, Christian ORCID: https://orcid.org/0000-0002-0198-5396 and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 On the aggregation of rules for knowledge graph completion. Open Access (2023) Knowledge and Logical Reasoning in the Era of Data-driven Learning Workshop@ICML 2023 (Honolulu, HI) [Präsentation auf Konferenz]
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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: https://orcid.org/0000-0001-8151-9223 and Johnson, Paul A. (2023) Mapping glacier basal sliding applying machine learning. Open Access Journal of geophysical research : JGR. F, Earth surface Washington, DC ; Hoboken, NJ 128 11, article e2023JF007280 1-20 [Zeitschriftenartikel]
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Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 Outlying aspect mining via sum-product networks. Kashima, Hisashi, Ide, Tsuyoshi and 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) [Konferenzveröffentlichung]

Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. 1-17 (2023) New Orleans NeurIPS 2023, Second Table Representation Learning Workshop (New Orleans, LA) [Konferenzveröffentlichung]

Niemann, Friedrich, Lüdtke, Stefan, Bartelt, Christian and Ten Hompel, Michael (2022) Context-aware human activity recognition in industrial processes. Open Access Sensors Basel 22 1, Article 134 1-14 [Zeitschriftenartikel]
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Marton, Sascha ORCID: https://orcid.org/0000-0001-8151-9223, Lüdtke, Stefan and Bartelt, Christian (2022) Explanations for neural networks by neural networks. Open Access Applied Sciences Basel 12 Article 980 1-14 [Zeitschriftenartikel]
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Felske, Timon, Lüdtke, Stefan, Bader, Sebastian and Kirste, Thomas Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs. (2022) 2nd Workshop on Graphs and more Complex Structures for Learning and Reasoning ; colocated with AAAI 2022 (online) [Präsentation auf Konferenz]

Teipel, Stefan, Amaefule, Chimezie O., Lüdtke, Stefan, Görß, Doreen, Faraza, Sofia, Bruhn, Sven and Kirste, Thomas (2022) Prediction of disorientation by accelerometric and gait features in young and older adults navigating in a virtually enriched environment. Open Access Frontiers in Psychology Lausanne 13 Article 882446 1-14 [Zeitschriftenartikel]
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Wilken, Nils ORCID: https://orcid.org/0000-0003-1336-245X, Cohausz, Lea, Schaum, Johannes, Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/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) [Konferenzveröffentlichung]

Lüdtke, Stefan, Bartelt, Christian and Stuckenschmidt, Heiner ORCID: https://orcid.org/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) [Konferenzveröffentlichung]

Oesterle, Michael, Bartelt, Christian, Lüdtke, Stefan and Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 Self-learning governance of black-box multi-agent systems. Ajmeri, Nirav, Morris Martin, Andreasa and 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) [Konferenzveröffentlichung]

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