| Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information | Oct 19, 2022 | Fairness | CodeCode Available | 0 |
| Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation | Oct 19, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition | Oct 18, 2022 | Face IdentificationFace Recognition | CodeCode Available | 1 |
| Electricity grid tariffs for electrification in households: Bridging the gap between cross-subsidies and fairness | Oct 18, 2022 | Fairness | —Unverified | 0 |
| Towards Fair Classification against Poisoning Attacks | Oct 18, 2022 | ClassificationFairness | —Unverified | 0 |
| Consistent Multiclass Algorithms for Complex Metrics and Constraints | Oct 18, 2022 | Fairness | CodeCode Available | 0 |
| Contextual bandits with concave rewards, and an application to fair ranking | Oct 18, 2022 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Evaluating Search System Explainability with Psychometrics and Crowdsourcing | Oct 17, 2022 | FairnessInformation Retrieval | —Unverified | 0 |
| Prompting GPT-3 To Be Reliable | Oct 17, 2022 | FairnessLanguage Modelling | CodeCode Available | 1 |
| Stochastic Differentially Private and Fair Learning | Oct 17, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Systematic Evaluation of Predictive Fairness | Oct 17, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Loss Minimization through the Lens of Outcome Indistinguishability | Oct 16, 2022 | Fairness | —Unverified | 0 |
| Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques | Oct 15, 2022 | ArticlesFairness | —Unverified | 0 |
| AI-powered mechanisms as judges: Breaking ties in chess | Oct 15, 2022 | Fairness | —Unverified | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations | Oct 14, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation | Oct 13, 2022 | Fairness | CodeCode Available | 2 |
| Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods | Oct 13, 2022 | Abuse DetectionFairness | —Unverified | 0 |
| Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models | Oct 13, 2022 | Fairnessimage-classification | —Unverified | 0 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 |
| Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning | Oct 13, 2022 | counterfactualFairness | —Unverified | 0 |
| FARE: Provably Fair Representation Learning with Practical Certificates | Oct 13, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Fairness via Adversarial Attribute Neighbourhood Robust Learning | Oct 12, 2022 | AttributeFairness | —Unverified | 0 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
