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Dost, Katharina
5 publications
MLJ
2025
Assessing the Risk of Discriminatory Bias in Classification Datasets
Kejun Dai
,
Jonathan Kim
,
Saso Dzeroski
,
Jörg Wicker
,
Gillian Dobbie
,
Katharina Dost
ECML-PKDD
2025
Understanding Rumen Methanogen Interactions in Sheep Using Machine Learning
Katharina Dost
,
Steffen Albrecht
,
Paul H. Maclean
,
Jörg Wicker
,
Sandeep K. Gupta
MLJ
2024
Hitting the Target: Stopping Active Learning at the Cost-Based Optimum
Zac Pullar-Strecker
,
Katharina Dost
,
Eibe Frank
,
Jörg Wicker
MLJ
2024
Regional Bias in Monolingual English Language Models
Jiachen Lyu
,
Katharina Dost
,
Yun Sing Koh
,
Jörg Wicker
ECML-PKDD
2023
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments
Zac Pullar-Strecker
,
Xinglong Chang
,
Liam Brydon
,
Ioannis Ziogas
,
Katharina Dost
,
Jörg Wicker