Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

Shantanu Ghosh, Ke Yu, Forough Arabshahi, Kayhan Batmanghelich. Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 11360-11397, PMLR, 2023. [doi]

Authors

Shantanu Ghosh

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Ke Yu

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Forough Arabshahi

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Kayhan Batmanghelich

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