Title |
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 Time-series attribution maps with regularized contrastive learningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
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 RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024 |
 Impossibility Theorems for Feature AttributionProceedings of the National Academy of Sciences of the United States of America (PNAS), 2022 |
 Explainability as statistical inferenceInternational Conference on Machine Learning (ICML), 2022 |
 Learning Unsupervised Hierarchies of Audio ConceptsInternational Society for Music Information Retrieval Conference (ISMIR), 2022 |
 A Consistent and Efficient Evaluation Strategy for Attribution MethodsInternational Conference on Machine Learning (ICML), 2022 |
