| Montague semantics and modifier consistency measurement in neural language models | Oct 10, 2022 | Fairness | CodeCode Available | 0 |
| "Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations | Nov 27, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification | Jan 30, 2023 | Fairnesstext-classification | CodeCode Available | 0 |
| Explanation-Guided Fairness Testing through Genetic Algorithm | May 16, 2022 | AttributeFairness | CodeCode Available | 0 |
| Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model | May 18, 2023 | FairnessMachine Translation | CodeCode Available | 0 |
| Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public Speeches | Dec 11, 2020 | FairnessPrediction | CodeCode Available | 0 |
| How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition | Aug 30, 2024 | Face RecognitionFairness | CodeCode Available | 0 |
| Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees | Apr 21, 2022 | FairnessFeature Importance | CodeCode Available | 0 |
| Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking | Apr 28, 2022 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| The Better Angels of Machine Personality: How Personality Relates to LLM Safety | Jul 17, 2024 | FairnessSafety Alignment | CodeCode Available | 0 |
| ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around Interpretation | Nov 28, 2024 | Fairness | CodeCode Available | 0 |
| How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies | Jul 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Probabilistic Verification of Neural Networks using Branch and Bound | May 27, 2024 | Fairness | CodeCode Available | 0 |
| SensitiveNets: Learning Agnostic Representations with Application to Face Images | Feb 1, 2019 | Face RecognitionFairness | CodeCode Available | 0 |
| Probably Approximate Shapley Fairness with Applications in Machine Learning | Dec 1, 2022 | Data ValuationFairness | CodeCode Available | 0 |
| Motley: Benchmarking Heterogeneity and Personalization in Federated Learning | Jun 18, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| A Brief Tutorial on Sample Size Calculations for Fairness Audits | Dec 7, 2023 | Binary ClassificationFairness | CodeCode Available | 0 |
| Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness | Aug 6, 2024 | counterfactualFairness | CodeCode Available | 0 |
| The Bouncer Problem: Challenges to Remote Explainability | Oct 3, 2019 | Fairness | CodeCode Available | 0 |
| Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection Systems | Oct 18, 2023 | Fairnessimage-classification | CodeCode Available | 0 |
| A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems | May 10, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Procedural Fairness and Its Relationship with Distributive Fairness in Machine Learning | Jan 12, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Procedural Fairness in Machine Learning | Apr 2, 2024 | Explainable artificial intelligenceFairness | CodeCode Available | 0 |
| How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities | Nov 15, 2023 | EthicsFairness | CodeCode Available | 0 |
| Procedural Fairness Through Decoupling Objectionable Data Generating Components | Nov 5, 2023 | Decision MakingFairness | CodeCode Available | 0 |
