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Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

, , , , , , and . Proceedings of the 35th International Conference on Machine Learning, volume 80 of Proceedings of Machine Learning Research, page 2668-2677. PMLR, (2018)

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Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV), , , , , , and . Proceedings of the 35th International Conference on Machine Learning, volume 80 of Proceedings of Machine Learning Research, page 2668-2677. PMLR, (2018)Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making., , , , , , , , , and 1 other author(s). CHI, page 4. ACM, (2019)Intelligent systems for making productive use of wait time.. Massachusetts Institute of Technology, Cambridge, USA, (2017)ndltd.org (oai:dspace.mit.edu:1721.1/111875).An Analysis of the Dialogic Complexities in Designing a Question/Answering Based Conversational Agent for Preschoolers., , , and . IVA, volume 7502 of Lecture Notes in Computer Science, page 36-45. Springer, (2012)Human-AI Co-Creation in Songwriting., , , , and . ISMIR, page 708-716. (2020)GenLine and GenForm: Two Tools for Interacting with Generative Language Models in a Code Editor., , , , , and . UIST (Adjunct Volume), page 145-147. ACM, (2021)Breakdowns and Breakthroughs: Observing Musicians' Responses to the COVID-19 Pandemic., , , and . CHI, page 571:1-571:13. ACM, (2021)AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music Composition., , , and . CHI, page 582:1-582:11. ACM, (2021)Onboarding Materials as Cross-functional Boundary Objects for Developing AI Assistants., , , , and . CHI Extended Abstracts, page 43:1-43:7. ACM, (2021)Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment., , , and . CHI, page 1-13. ACM, (2020)