| Robust Fairness-aware Learning Under Sample Selection Bias | May 24, 2021 | FairnessSelection bias | —Unverified | 0 |
| Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning | May 24, 2021 | FairnessOut-of-Distribution Detection | —Unverified | 0 |
| InfoFair: Information-Theoretic Intersectional Fairness | May 24, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| PROPm Allocations of Indivisible Goods to Multiple Agents | May 24, 2021 | Fairness | —Unverified | 0 |
| A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing | May 24, 2021 | FairnessScheduling | —Unverified | 0 |
| Deconfounded Recommendation for Alleviating Bias Amplification | May 22, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Impossibility results for fair representation | May 21, 2021 | Fairness | —Unverified | 0 |
| Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints | May 21, 2021 | Fairness | —Unverified | 0 |
| Variational Causal Autoencoder for Interventional and Counterfactual Queries | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Sampling with Trusthworthy Constraints: A Variational Gradient Framework | May 21, 2021 | Bayesian InferenceFairness | CodeCode Available | 0 |
| Multi-group Agnostic PAC Learnability | May 20, 2021 | FairnessPAC learning | —Unverified | 0 |
| Fair and Efficient Resource Allocation with Partial Information | May 20, 2021 | Fairness | —Unverified | 0 |
| Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective | May 20, 2021 | Fairness | —Unverified | 0 |
| Personalized Counterfactual Fairness in Recommendation | May 20, 2021 | counterfactualDecision Making | CodeCode Available | 1 |
| Guaranteeing Maximin Shares: Some Agents Left Behind | May 19, 2021 | Fairness | —Unverified | 0 |
| The State of AI Ethics Report (Volume 4) | May 19, 2021 | EthicsFairness | —Unverified | 0 |
| Achieving Fairness with a Simple Ridge Penalty | May 18, 2021 | FairnessModel Selection | —Unverified | 0 |
| Beyond "Fairness:" Structural (In)justice Lenses on AI for Education | May 18, 2021 | Fairness | —Unverified | 0 |
| Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency | May 18, 2021 | FairnessImage Cropping | CodeCode Available | 1 |
| Decision Making with Differential Privacy under a Fairness Lens | May 16, 2021 | Decision MakingFairness | —Unverified | 0 |
| Cohort Shapley value for algorithmic fairness | May 15, 2021 | AttributeFairness | CodeCode Available | 1 |
| Biometrics: Trust, but Verify | May 14, 2021 | Fairness | —Unverified | 0 |
| Towards Equity and Algorithmic Fairness in Student Grade Prediction | May 14, 2021 | FairnessPrediction | —Unverified | 0 |
| XAI Handbook: Towards a Unified Framework for Explainable AI | May 14, 2021 | Explainable Artificial Intelligence (XAI)Fairness | —Unverified | 0 |
| Bias, Fairness, and Accountability with AI and ML Algorithms | May 13, 2021 | Fairness | —Unverified | 0 |
