Fairness

Breaking feedback loops in recommender systems: an example on mitigating artist gender bias in the music domain
Invited talk at the University of Regensburg.
Christine Bauer
18 December 2023
Project
Breaking feedback loops in recommender systems: an example on mitigating artist gender bias in the music domain
Music recommendation systems from the perspective of artists: what constitutes fairness?
Invited talk at JADS.
Christine Bauer
28 November 2023
Project
Music recommendation systems from the perspective of artists: what constitutes fairness?
Looking at the FAccTs: exploring music industry professionals' perspectives on music streaming services and recommendations
Music recommender systems, commonly integrated into streaming services, help listeners find music. Previous research on such systems …
Karlijn Dinnissen, Isabella Saccardi, Marloes Vredenborg, Christine Bauer
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Strategies for mitigating artist gender bias in music recommendation: a simulation study
Recommender systems are prone to various biases. Hence, bias mitigation approaches are needed to counteract those. In the music sector, …
Christine Bauer, Andres Ferraro
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Amplifying artists' voices: item provider perspectives on influence and fairness of music streaming platforms
The majority of music consumption nowadays takes place on music streaming platforms. Whichever artists, albums, or songs are exposed to …
Karlijn Dinnissen, Christine Bauer
PDF Cite Project DOI ACM Author-izer Material: DOI CORE 2023: B GGS 2021: B nominated for Best Student Paper Award
Musikempfehlungssysteme aus der Perspektive von Artists: Was ist fair?
Talk at the Symposion Musik & Mathematik.
2 June 2023
Project Program
Musikempfehlungssysteme aus der Perspektive von Artists: Was ist fair?
Keynote: K.I. in der Musikbranche: Last oder Lösung?—Ethische Fragen im Zusammenhang mit Algorithmen
Keynote at Future Music Camp 2023.
Christine Bauer
25 May 2023
Video Program
Keynote: K.I. in der Musikbranche: Last oder Lösung?—Ethische Fragen im Zusammenhang mit Algorithmen
Keynote at Future Music Camp 2023 in Mannheim
Iwill be giving a keynote address at the Future Music Camp 2023 in Mannheim, Germany.
Christine Bauer
17 April 2023 1 min read News
Keynote at Future Music Camp 2023 in Mannheim
Karlijn Dinnissen has successfully passed her first-year assessment
Today, Karlijn Dinnissen had the first-year assessment of her PhD, which she—as expected—successfully passed.
9 February 2023 1 min read News
Project
Karlijn Dinnissen has successfully passed her first-year assessment
Trustworthy MIR: Creating MIR applications with values
Tutorial on Trustworthy Music Information Retrieval at ISMIR 2022.
Christine Bauer, Andrés Ferraro, Emilia Gómez, Lorenzo Porcaro
4 December 2022 Tutorial
Slides Video
Trustworthy MIR: Creating MIR applications with values