| Towards Understanding and Mitigating Social Biases in Language Models | Jun 24, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| What will it take to generate fairness-preserving explanations? | Jun 24, 2021 | Fairness | —Unverified | 0 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 |
| Best-Case Lower Bounds in Online Learning | Jun 23, 2021 | Fairness | —Unverified | 0 |
| Fairness via Representation Neutralization | Jun 23, 2021 | AttributeClassification | —Unverified | 0 |
| Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation | Jun 23, 2021 | FairnessMeta-Learning | —Unverified | 0 |
| A Unified Approach to Fair Online Learning via Blackwell Approachability | Jun 23, 2021 | Fairness | —Unverified | 0 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 |
| Better Algorithms for Individually Fair k-Clustering | Jun 23, 2021 | ClusteringFairness | CodeCode Available | 0 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 |
