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Bommer, Philine Lou
6 publications
NeurIPS
2025
Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
Laura Kopf
,
Nils Feldhus
,
Kirill Bykov
,
Philine Lou Bommer
,
Anna Hedström
,
Marina MC Höhne
,
Oliver Eberle
TMLR
2025
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions
Anna Hedström
,
Philine Lou Bommer
,
Thomas F Burns
,
Sebastian Lapuschkin
,
Wojciech Samek
,
Marina MC Höhne
NeurIPS
2024
CoSy: Evaluating Textual Explanations of Neurons
Laura Kopf
,
Philine Lou Bommer
,
Anna Hedström
,
Sebastian Lapuschkin
,
Marina M.-C. Höhne
,
Kirill Bykov
ICMLW
2024
CoSy: Evaluating Textual Explanations of Neurons
Laura Kopf
,
Philine Lou Bommer
,
Anna Hedström
,
Sebastian Lapuschkin
,
Marina MC Höhne
,
Kirill Bykov
ICMLW
2024
CoSy: Evaluating Textual Explanations of Neurons
Laura Kopf
,
Philine Lou Bommer
,
Anna Hedström
,
Sebastian Lapuschkin
,
Marina MC Höhne
,
Kirill Bykov
TMLR
2023
The Meta-Evaluation Problem in Explainable AI: Identifying Reliable Estimators with MetaQuantus
Anna Hedström
,
Philine Lou Bommer
,
Kristoffer Knutsen Wickstrøm
,
Wojciech Samek
,
Sebastian Lapuschkin
,
Marina MC Höhne