awesome-counterfactual-explanations
This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Contributions are welcome! Our maintenance capacity is limited, so we highly appreciate pull requests.
https://github.com/daikikatsuragawa/awesome-counterfactual-explanations
Last synced: 5 days ago
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Papers
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explainable Recommendation
- Multi-Objective Counterfactual Explanations
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Explaining Machine Learning Classifiers through Diverse Counterfactual Examples
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Neural Recommenders
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees
- Counterfactual Explanations for Models of Code
- Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
- A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence
- Counterfactual Explanations Can Be Manipulated
- DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
- Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics
- Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
- Counterfactual Explanations for Models of Code
- Transparent Dreams (Are Made of This): Counterfactuals as Transparency Tools in ADM
- DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization
- Model-Agnostic Counterfactual Explanations for Consequential Decisions
- Multi-Objective Counterfactual Explanations
- Factual and Counterfactual Explanations for Black Box Decision Making
- Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- The Skyline of Counterfactual Explanations for Machine Learning Decision Models
- The Use and Misuse of Counterfactuals in Ethical Machine Learning
- Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End
- FACE: Feasible and Actionable Counterfactual Explanations
- Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
- Learning Model-Agnostic Counterfactual Explanations for Tabular Data
- Multi-Objective Counterfactual Explanations
- PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems
- The hidden assumptions behind counterfactual explanations and principal reasons
- ViCE: visual counterfactual explanations for machine learning models
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Algorithmic Recourse: from Counterfactual Explanations to Interventions
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual explanations and how to find them: literature review and benchmarking
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Interpretable Counterfactual Explanations Guided by Prototypes
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Counterfactual Explanations for Models of Code
- Multi-Objective Counterfactual Explanations
- Explaining Explanations in AI
- Multi-Objective Counterfactual Explanations
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Books
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