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Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values


Jun 30, 2022
Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana

* Accepted at KDD 2022. 11 pages, 19 figures. For a demo video, see https://youtu.be/D6whtfInqTc. For a live demo, visit https://interpret.ml/gam-changer 

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GAM Changer: Editing Generalized Additive Models with Interactive Visualization


Dec 06, 2021
Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana

* 7 pages, 15 figures, accepted to the Research2Clinics workshop at NeurIPS 2021. For a demo video, see https://youtu.be/2gVSoPoSeJ8. For a live demo, visit https://interpret.ml/gam-changer/ 

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