| A neural anisotropic view of underspecification in deep learning | Apr 29, 2021 | Deep LearningFairness | —Unverified | 0 |
| Improving Fairness in Speaker Recognition | Apr 29, 2021 | AttributeFairness | —Unverified | 0 |
| Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics | Apr 29, 2021 | Fairness | —Unverified | 0 |
| Online certification of preference-based fairness for personalized recommender systems | Apr 29, 2021 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning | Apr 29, 2021 | FairnessGraph Representation Learning | CodeCode Available | 0 |
| Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features | Apr 29, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers | Apr 28, 2021 | DisentanglementFairness | CodeCode Available | 0 |
| Learning Fair Canonical Polyadical Decompositions using a Kernel Independence Criterion | Apr 27, 2021 | Fairness | —Unverified | 0 |
| Multi-fairness under class-imbalance | Apr 27, 2021 | AttributeDecision Making | —Unverified | 0 |
| Towards Fair Federated Learning with Zero-Shot Data Augmentation | Apr 27, 2021 | Data AugmentationFairness | —Unverified | 0 |
