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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)Underspecification Presents Challenges for Credibility in Modern Machine Learning., , , , , , , , , and 30 other author(s). J. Mach. Learn. Res., (2022)Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts., , , , , and . WWW, page 953-964. International World Wide Web Conferences Steering Committee / ACM, (2013)Direct Uncertainty Prediction for Medical Second Opinions, , , , , , and . (2018)Towards Expert-Level Medical Question Answering with Large Language Models., , , , , , , , , and 21 other author(s). CoRR, (2023)High-resolution imaging reveals highly selective nonface clusters in the fusiform face area., , and . Nature Neuroscience, 9 (9): 1177--1185 (2006)Identifying Distributed Object Representations in Human Extrastriate Visual Cortex., , and . NIPS, page 1169-1176. (2005)Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation., , , , , , and . CoRR, (2020)Scientific Discovery by Generating Counterfactuals using Image Translation., , , , , , , , , and 3 other author(s). CoRR, (2020)Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program., , , , , , , , , and 22 other author(s). CoRR, (2018)