| Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study | May 13, 2022 | Fairness | —Unverified | 0 |
| Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink | May 12, 2022 | FairnessScheduling | —Unverified | 0 |
| Fair NLP Models with Differentially Private Text Encoders | May 12, 2022 | Fairness | CodeCode Available | 0 |
| Bias and Fairness on Multimodal Emotion Detection Algorithms | May 11, 2022 | Emotion RecognitionFairness | —Unverified | 0 |
| Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory | May 11, 2022 | FairnessPhilosophy | —Unverified | 0 |
| A Survey on Fairness for Machine Learning on Graphs | May 11, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| De-biasing "bias" measurement | May 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Individual Fairness Guarantees for Neural Networks | May 11, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| "There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making | May 11, 2022 | Decision MakingFairness | —Unverified | 0 |
| Selective Fairness in Recommendation via Prompts | May 10, 2022 | AttributeFairness | CodeCode Available | 1 |
| Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation | May 10, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| Risk Preferences of Learning Algorithms | May 10, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making | May 10, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| A Transparency Index Framework for AI in Education | May 9, 2022 | EthicsFairness | —Unverified | 0 |
| Evaluating the Fairness Impact of Differentially Private Synthetic Data | May 9, 2022 | Binary ClassificationFairness | —Unverified | 0 |
| A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges | May 8, 2022 | Fairness | —Unverified | 0 |
| Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation | May 8, 2022 | Fairness | —Unverified | 0 |
| Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches | May 6, 2022 | EthicsFairness | —Unverified | 0 |
| The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations | May 6, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Optimising Equal Opportunity Fairness in Model Training | May 5, 2022 | Fairnessmodel | CodeCode Available | 0 |
| On Disentangled and Locally Fair Representations | May 5, 2022 | AttributeFairness | —Unverified | 0 |
| Subverting Fair Image Search with Generative Adversarial Perturbations | May 5, 2022 | FairnessImage Retrieval | —Unverified | 0 |
| Equity and Fairness of Bayesian Knowledge Tracing | May 4, 2022 | FairnessKnowledge Tracing | —Unverified | 0 |
| Exploring Rawlsian Fairness for K-Means Clustering | May 4, 2022 | ClusteringFairness | —Unverified | 0 |
| fairlib: A Unified Framework for Assessing and Improving Classification Fairness | May 4, 2022 | ClassificationFairness | CodeCode Available | 1 |
