| 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 |
| Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent | Oct 12, 2022 | Fairness | CodeCode Available | 0 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks | Oct 11, 2022 | Fairness | —Unverified | 0 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Oct 11, 2022 | Cloze TestFairness | CodeCode Available | 0 |
| Navigating Ensemble Configurations for Algorithmic Fairness | Oct 11, 2022 | Ensemble LearningFairness | —Unverified | 0 |
| Montague semantics and modifier consistency measurement in neural language models | Oct 10, 2022 | Fairness | CodeCode Available | 0 |
| The Minimum Wage as an Anchor: Effects on Determinations of Fairness by Humans and AI | Oct 10, 2022 | FairnessLanguage Modelling | —Unverified | 0 |
| A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis | Oct 10, 2022 | Common Sense ReasoningFairness | —Unverified | 0 |
| FEAMOE: Fair, Explainable and Adaptive Mixture of Experts | Oct 10, 2022 | FairnessMixture-of-Experts | —Unverified | 0 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| fAux: Testing Individual Fairness via Gradient Alignment | Oct 10, 2022 | Fairness | —Unverified | 0 |
| A Differentiable Distance Approximation for Fairer Image Classification | Oct 9, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Quantifying Social Biases Using Templates is Unreliable | Oct 9, 2022 | AttributeBenchmarking | —Unverified | 0 |
| Cognitive Models as Simulators: The Case of Moral Decision-Making | Oct 8, 2022 | Decision MakingFairness | —Unverified | 0 |
| A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter | Oct 7, 2022 | Bias DetectionFairness | —Unverified | 0 |
| An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation | Oct 7, 2022 | DiversityFairness | —Unverified | 0 |
| TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided Concepts | Oct 7, 2022 | Fairness | CodeCode Available | 0 |
| Fairness in generative modeling | Oct 6, 2022 | Fairness | —Unverified | 0 |
| Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes | Oct 6, 2022 | Fairness | CodeCode Available | 0 |
| A Human Rights-Based Approach to Responsible AI | Oct 6, 2022 | EthicsFairness | —Unverified | 0 |
| Considerations for Task Allocation in Human-Robot Teams | Oct 6, 2022 | EthicsFairness | —Unverified | 0 |
| Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation | Oct 5, 2022 | Fairness | —Unverified | 0 |
| Conformalized Fairness via Quantile Regression | Oct 5, 2022 | Conformal PredictionFairness | CodeCode Available | 0 |
