YilunZhou / feature-attribution-evaluationLinks
Code repository for the AAAI 2022 paper "Do Feature Attribution Methods Correctly Attribute Features?"
☆21Updated 3 years ago
Alternatives and similar repositories for feature-attribution-evaluation
Users that are interested in feature-attribution-evaluation are comparing it to the libraries listed below
Sorting:
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Updated 2 years ago
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆18Updated 3 years ago
- Active and Sample-Efficient Model Evaluation☆26Updated 8 months ago
- Model-agnostic posthoc calibration without distributional assumptions☆42Updated 2 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆55Updated 3 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Updated 3 years ago
- A lightweight implementation of removal-based explanations for ML models.☆59Updated 4 years ago
- Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)