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TRR 318 - Constructing Explainability

News

08.11.2023

On World Sci­ence Day: "Sci­ence com­mu­nic­a­tion is be­com­ing a more chal­len­ging task for re­search­ers"

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17.10.2023

Com­pre­hens­ible in­sights in­to AI re­search

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11.07.2023

Dis­sect­ing, un­der­stand­ing and ma­nip­u­lat­ing the hu­man voice

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Principal Investigators

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Prof. Dr. Reinhold Häb-Umbach

Communications Engineering / Heinz Nixdorf Institute

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Prof. Dr. Ingrid Scharlau

Transregional Collaborative Research Centre 318

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Prof. Dr. Heike M. Buhl

Pädagogische Psychologie und Entwicklungspsychologie

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Prof. Dr. Katharina Rohlfing

Transregional Collaborative Research Centre 318

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Dr. Angela Grimminger

Germanistische und Allgemeine Sprachwissenschaft

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Prof. Dr. Carsten Schulte

Transregional Collaborative Research Centre 318

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Prof. Dr. Tobias Matzner

Transregional Collaborative Research Centre 318

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Prof. Dr. Axel-Cyrille Ngonga Ngomo

Transregional Collaborative Research Centre 318

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AOR. Dr. Ilona Horwath

Transregional Collaborative Research Centre 318

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Prof. Dr. Kirsten Thommes

Transregional Collaborative Research Centre 318

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Jun. Prof. Dr. Suzana Alpsancar

Transregional Collaborative Research Centre 318

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Hendrik Buschmeier

Universität Bielefeld

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Philipp Cimiano

Universität Bielefeld

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Hanna Drimalla

Universität Bielefeld

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Elena Esposito

Universität Bielefeld

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Barbara Hammer

Universität Bielefeld

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Eyke Hüllermeier

Ludwig-Maximilians-Universität München

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Friederike Kern

Universität Bielefeld

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Stefan Kopp

Universität Bielefeld

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Anna-Lisa Vollmer

Universität Bielefeld

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Henning Wachsmuth

Universität Hannover

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Petra Wagner

Universität Bielefeld

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Britta Wrede

Universität Bielefeld

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Project Team

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Dr. Stefan Heindorf

Data Science Junior Research Group

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M.Sc. Leonie Nora Sieger

Transregional Collaborative Research Centre 318

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Cooperating Institutions

Universität Bielefeld

Cooperating Institution

Ludwig-Maximilians-Universität München

Cooperating Institution

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Publications

Feeds. Ein zentrales Strukturprinzip sozialer Medien
C. Schulz, in: R. Dörre, A. Tuschling (Eds.), Handbuch Social Media: Geschichte – Kultur – Ästhetik, 1st ed., Metzler Verlag, Stuttgart, n.d.
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen
C. Schulz, in: M. Bartelmus, A. Nebrig (Eds.), Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, 1st ed., transcript , Bielefeld, 2024.
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: S. Dasgupta, S. Mandt, Y. Li (Eds.), Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR, 2024, pp. 3520–3528.
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