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SHEDDING LIGHT ON TIME SERIES CLASSIFICATION USING INTERPRETABILITY GATED NETWORKSYunshi WenTengfei Maet al.2025ICLR 2025
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov ModelsDebarun BhattacharjyaOktie Hassanzadehet al.2023IJCAI 2023
Let the CAT out of the bag: Contrastive Attributed explanations for TextSaneem A. ChemmengathAmar Prakash Azadet al.2022EMNLP 2022
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AIQ. Vera LiaoYunfeng Zhanget al.2022HCOMP 2022
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability TechniquesVijay AryaRachel K. Bellamyet al.2021INFORMS 2021