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Papers
Beyond Single-Feature Importance with ICECREAM
CLeaR 2025
Biomedical Hypothesis Explainability with Graph-Based Context Retrieval
MLHC 2025
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs
ICML 2025
Graph Inverse Style Transfer for Counterfactual Explainability
ICML 2025
Improving Out-of-Distribution Detection with Markov Logic Networks
ICML 2025
Towards Robustness and Explainability of Automatic Algorithm Selection
ICML 2025
Improving Interpretation Faithfulness for Vision Transformers
ICML 2024
Solving Offline Reinforcement Learning with Decision Tree Regression
CoRL 2024
A Psychological Theory of Explainability
ICML 2022