According to our database1, James Wexler authored at least 13 papers between 2018 and 2021.
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Best of both worlds: local and global explanations with human-understandable concepts.
IEEE Trans. Vis. Comput. Graph., 2020
Proceedings of the FAT* '20: Conference on Fairness, 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020
Automating Interpretability: Discovering and Testing Visual Concepts Learned by Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
IEEE Trans. Vis. Comput. Graph., 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).
Proceedings of the 35th International Conference on Machine Learning, 2018