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Publikationen

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)
Implications of packed red bloods cells production and transfer on post transfusion hemoglobin increase Ehrentraut, H; Massoth, G; Delis, A; Thewes, B; Hoch, J; Majchrzak, M; Weber-Schehl, M; Mayr, A; Abulizi I; Speller, J; Meybohm, P; Steinisch, A; Koessler, J; Strauss, AC; Wittmann, M; Velten, M (2025) In: Journal of Clinical Anesthesia, 102. Forschungsartikel (Zeitschrift)
Ultra-fast extubation following cardiac surgery improves hemodynamic stability and reduces ICU workload Angiuli, V; Rohner, M; Wittmann, M; Piekarski, F; Kruse, J; Silaschi, M; Kunsorg, A; Mayr, A; Abulizi, I; Speller, J; Bakhtiary, F; Velten, M (2025) In: Frontiers in Cardiovascular Medicine, 12. Forschungsartikel (Zeitschrift)
Intestinal Oxalate Absorption, Enteric Hyperoxaluria, and Risk of Urinary Stone Formation in Patients with Crohn's Disease Siener, R; Ernsten, C; Speller, J; Scheurlen, C; Sauerbruch, T; Hesse, A (2024) In: Nutrients, 16(2). Forschungsartikel (Zeitschrift)
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)
GWAS meta-analysis of 16 790 patients with Barrett's oesophagus and oesophageal adenocarcinoma identifies 16 novel genetic risk loci and provides insights into disease aetiology beyond the single marker level. Schröder J; Chegwidden L; Maj C; Gehlen J; Speller J; Böhmer AC; Borisov O; Hess T; Kreuser N; Venerito M; Alakus H; May A; Gerges C; Schmidt T; Thieme R; Heider D; Hillmer AM; Reingruber J; Lyros O; Dietrich A; Hoffmeister A; Mehdorn M; Lordick F; Stocker G; Hohaus M; Reim D; Kandler J; Müller M; Ebigbo A; Fuchs C; Bruns CJ; Hölscher AH; Lang H; Grimminger PP; Dakkak D; Vashist Y; May S; Görg S; Franke A; Ellinghaus D; Galavotti S; Veits L; Weismüller J; Dommermuth J; Benner U; Rösch T; Messmann H; Schumacher B; Neuhaus H; Schmidt C; Wissinowski TT; Nöthen MM; Wellcome Trust Case Control Consortium 2 (WTCCC2); Esophageal Adenocarcinoma Genetics Consortium (EAGLE); Barrett's and Esophageal Adenocarcinoma Consortium (BEACON); Dong J; Ong JS; Buas MF; Thrift AP; Vaughan TL; Tomlinson I; Whiteman DC; Fitzgerald RC; Jankowski J; Vieth M; Mayr A; Gharahkhani P; MacGregor S; Gockel I; Palles C; Schumacher J (2023) In: Gut, 72(4). Forschungsartikel (Zeitschrift)
Risk Profile of Patients with Brushite Stone Disease and the Impact of Diet Siener, R; Pitzer, MS; Speller, J; Hesse, A (2023) In: Nutrients, 15(18). Forschungsartikel (Zeitschrift)