| Multi-group Agnostic PAC Learnability | May 20, 2021 | FairnessPAC learning | —Unverified | 0 |
| Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective | May 20, 2021 | Fairness | —Unverified | 0 |
| The State of AI Ethics Report (Volume 4) | May 19, 2021 | EthicsFairness | —Unverified | 0 |
| Guaranteeing Maximin Shares: Some Agents Left Behind | May 19, 2021 | Fairness | —Unverified | 0 |
| Beyond "Fairness:" Structural (In)justice Lenses on AI for Education | May 18, 2021 | Fairness | —Unverified | 0 |
| Achieving Fairness with a Simple Ridge Penalty | May 18, 2021 | FairnessModel Selection | —Unverified | 0 |
| Decision Making with Differential Privacy under a Fairness Lens | May 16, 2021 | Decision MakingFairness | —Unverified | 0 |
| XAI Handbook: Towards a Unified Framework for Explainable AI | May 14, 2021 | Explainable Artificial Intelligence (XAI)Fairness | —Unverified | 0 |
| Towards Equity and Algorithmic Fairness in Student Grade Prediction | May 14, 2021 | FairnessPrediction | —Unverified | 0 |
| Biometrics: Trust, but Verify | May 14, 2021 | Fairness | —Unverified | 0 |
| Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss | May 13, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Causally motivated Shortcut Removal Using Auxiliary Labels | May 13, 2021 | Causal InferenceDisentanglement | CodeCode Available | 0 |
| An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings | May 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Evolutionary instability of selfish learning in repeated games | May 13, 2021 | Fairness | CodeCode Available | 0 |
| Bias, Fairness, and Accountability with AI and ML Algorithms | May 13, 2021 | Fairness | —Unverified | 0 |
| Fairness in Information Access Systems | May 12, 2021 | FairnessInformation Retrieval | —Unverified | 0 |
| ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research | May 11, 2021 | DiversityFairness | —Unverified | 0 |
| Accounting for Model Uncertainty in Algorithmic Discrimination | May 10, 2021 | Decision MakingFairness | —Unverified | 0 |
| Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees | May 10, 2021 | FairnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Loss-Aversively Fair Classification | May 10, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Improving Fairness of AI Systems with Lossless De-biasing | May 10, 2021 | Fairness | —Unverified | 0 |
| Transitioning from Real to Synthetic data: Quantifying the bias in model | May 10, 2021 | FairnessSynthetic Data Generation | —Unverified | 0 |
| Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions | May 8, 2021 | AttributeClustering | —Unverified | 0 |
| Loss Tolerant Federated Learning | May 8, 2021 | FairnessFederated Learning | CodeCode Available | 0 |
| Pairwise Fairness for Ordinal Regression | May 7, 2021 | Binary ClassificationFairness | CodeCode Available | 0 |
