 Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
 How to safely discard features based on aggregate SHAP valuesAnnual Conference Computational Learning Theory (COLT), 2025 |
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 Toward Neurosymbolic Program ComprehensionIEEE International Conference on Program Comprehension (ICPC), 2025 |
Feature Selection for Network Intrusion DetectionKnowledge Discovery and Data Mining (KDD), 2024 |
 shapiq: Shapley Interactions for Machine LearningNeural Information Processing Systems (NeurIPS), 2024 |
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 Partial Information Decomposition for Data Interpretability and Feature SelectionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley
InteractionsInternational Conference on Machine Learning (ICML), 2024 |
 Energy-Based Model for Accurate Estimation of Shapley Values in Feature AttributionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024 |
