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When do random forests fail?, , и . NeurIPS, стр. 2987-2997. (2018)Are ensembles getting better all the time?, и . CoRR, (2023)What does LIME really see in images?, и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 3620-3629. PMLR, (2021)A Sea of Words: An In-Depth Analysis of Anchors for Text Data., , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 4848-4879. PMLR, (2023)Explainability as statistical inference., , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 30584-30612. PMLR, (2023)Explaining the Explainer: A First Theoretical Analysis of LIME., и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 1287-1296. PMLR, (2020)Metric Learning for Temporal Sequence Alignment., , , и . NIPS, стр. 1817-1825. (2014)Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network., , , , , , и . STACOM@MICCAI, том 13593 из Lecture Notes in Computer Science, стр. 157-167. Springer, (2022)CAM-Based Methods Can See through Walls., , и . CoRR, (2024)The Risks of Recourse in Binary Classification., , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 550-558. PMLR, (2024)