Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025)

In: Kwok, James (Hrsg.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence. Montreal: .

Forschungsartikel in Sammelband (Konferenz)

Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective

Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025)

In: Melzer, Sylvia; Peukert, Hagen; Thiemann, Stefan; Bender, Magnus; Özçep, Özgür L.; Russwinkel, Nele; Sauerwald, Kai; Wolter, Diedrich (Hrsg.), Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence. CEUR-WS.

Forschungsartikel in Online-Sammlung (Konferenz)

Linear or smooth? Enhanced model choice in boosting via deselection of base-learners

Mayr, Andreas; Wistuba, Tobias; Speller, Jan; Gude, Francisco; Hofner, Benjamin; (2023)

In: Statistical Modelling, 23(5-6).

Forschungsartikel (Zeitschrift)

Approximate Lifted Model Construction Luttermann, Malte; Speller, Jan; Gehrke, Marcel; Braun, Tanya; Möller, Ralf; Hartwig, Mattis (2025) In: Kwok, James (Hrsg.), IJCAI-25 Proceedings of the 34th International Joint Conference on Artificial Intelligence. Montreal: . Forschungsartikel in Sammelband (Konferenz)
Compression versus Accuracy: A Hierarchy of Lifted Models Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025) In: Lynce, I.; et al. (Hrsg.), ECAI-25 Proceedings of the 28th European Conference on Artificial Intelligence. Online: . Forschungsartikel in Sammelband (Konferenz)
Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective Speller, Jan; Luttermann, Malte; Gehrke, Marcel; Braun, Tanya (2025) In: Melzer, Sylvia; Peukert, Hagen; Thiemann, Stefan; Bender, Magnus; Özçep, Özgür L.; Russwinkel, Nele; Sauerwald, Kai; Wolter, Diedrich (Hrsg.), Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence. CEUR-WS. Forschungsartikel in Online-Sammlung (Konferenz)
Robust gradient boosting for generalized additive models for location, scale and shape Speller, Jan; Staerk, Christian; Gude, Francisco; Mayr, Andreas; (2023) Sonstige wissenschaftliche Veröffentlichung
Linear or smooth? Enhanced model choice in boosting via deselection of base-learners Mayr, Andreas; Wistuba, Tobias; Speller, Jan; Gude, Francisco; Hofner, Benjamin; (2023) In: Statistical Modelling, 23(5-6). Forschungsartikel (Zeitschrift)
Robust statistical boosting with quantile-based adaptive loss functions Speller, Jan; Staerk, Christian; Mayr, Andreas; (2022) In: International Journal of Biostatistics, 19(1). Forschungsartikel (Zeitschrift)

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