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"Why Should I Trust You?"

, , and . Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, (August 2016)Available at https://arxiv.org/pdf/1602.04938.pdf.
DOI: 10.1145/2939672.2939778

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Evaluating Systemic Error Detection Methods using Synthetic Images., , , , and . CoRR, (2022)Polyjuice: Automated, General-purpose Counterfactual Generation., , , and . CoRR, (2021)Model-Agnostic Explanations and Evaluation of Machine Learning.. University of Washington, USA, (2018)"Why Should I Trust You?", , and . Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, (August 2016)Available at https://arxiv.org/pdf/1602.04938.pdf.Programs as Black-Box Explanations., , and . CoRR, (2016)Pareto-efficient hybridization for multi-objective recommender systems., , , and . RecSys, page 19-26. ACM, (2012)Multiobjective Pareto-Efficient Approaches for Recommender Systems., , , , , and . ACM TIST, 5 (4): 53:1-53:20 (2014)AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms., , , , , and . CoRR, (2023)SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions., , , , , , and . CVPR, page 10000-10008. Computer Vision Foundation / IEEE, (2020)Do Feature Attribution Methods Correctly Attribute Features?, , , and . AAAI, page 9623-9633. AAAI Press, (2022)