| FIND:Explainable Framework for Meta-learning | May 20, 2022 | FairnessMeta-Learning | —Unverified | 0 |
| FairNorm: Fair and Fast Graph Neural Network Training | May 20, 2022 | FairnessGraph Neural Network | —Unverified | 0 |
| The Fairness of Credit Scoring Models | May 20, 2022 | AttributeFairness | —Unverified | 0 |
| Adaptive Fairness-Aware Online Meta-Learning for Changing Environments | May 20, 2022 | FairnessLifelong learning | —Unverified | 0 |
| Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition | May 20, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 |
| What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment | May 20, 2022 | Causal InferenceFairness | CodeCode Available | 0 |
| Data-driven Distributed Control to Scale EV Integration into Power Grid | May 20, 2022 | Fairness | —Unverified | 0 |
| Survey on Fair Reinforcement Learning: Theory and Practice | May 20, 2022 | ArticlesDecision Making | —Unverified | 0 |
| Measuring algorithmic interpretability: A human-learning-based framework and the corresponding cognitive complexity score | May 20, 2022 | Fairness | —Unverified | 0 |
| What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds | May 19, 2022 | Decision MakingFairness | —Unverified | 0 |
| DPER: Dynamic Programming for Exist-Random Stochastic SAT | May 19, 2022 | Bayesian InferenceFairness | CodeCode Available | 0 |
| Accurate Fairness: Improving Individual Fairness without Trading Accuracy | May 18, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization | May 18, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Multi-disciplinary fairness considerations in machine learning for clinical trials | May 18, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Debiasing Neural Retrieval via In-batch Balancing Regularization | May 18, 2022 | FairnessInformation Retrieval | —Unverified | 0 |
| Experiments on Generalizability of User-Oriented Fairness in Recommender Systems | May 17, 2022 | FairnessRecommendation Systems | CodeCode Available | 1 |
| The Fairness of Machine Learning in Insurance: New Rags for an Old Man? | May 17, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model | May 16, 2022 | FairnessOpen-Ended Question Answering | —Unverified | 0 |
| How Different Groups Prioritize Ethical Values for Responsible AI | May 16, 2022 | Fairness | —Unverified | 0 |
| Trustworthy Graph Neural Networks: Aspects, Methods and Trends | May 16, 2022 | Drug DiscoveryEdge-computing | —Unverified | 0 |
| Explanation-Guided Fairness Testing through Genetic Algorithm | May 16, 2022 | AttributeFairness | CodeCode Available | 0 |
| FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning | May 15, 2022 | FairnessSemi-Supervised Image Classification | CodeCode Available | 3 |
| Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations | May 15, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law | May 14, 2022 | Decision MakingFairness | —Unverified | 0 |
| Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits | May 13, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
