| Projection-Based Constrained Policy Optimization | Oct 7, 2020 | Fairness | —Unverified | 0 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 |
| Characterising Bias in Compressed Models | Oct 6, 2020 | FairnessQuantization | —Unverified | 0 |
| Fairness in Machine Learning: A Survey | Oct 4, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets | Oct 4, 2020 | DiversityFairness | —Unverified | 0 |
| Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness | Oct 3, 2020 | Fairness | CodeCode Available | 0 |
| Data-Efficient Pretraining via Contrastive Self-Supervision | Oct 2, 2020 | FairnessFew-Shot Learning | —Unverified | 0 |
| MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces | Sep 30, 2020 | FairnessRecommendation Systems | CodeCode Available | 1 |
| User-item matching for recommendation fairness | Sep 30, 2020 | Exposure FairnessFairness | —Unverified | 0 |
| Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars | Sep 29, 2020 | Decision MakingEthics | —Unverified | 0 |
| Two-Hop Multi-UAV Relay Network Optimization with Directional Antennas | Sep 29, 2020 | FairnessScheduling | —Unverified | 0 |
| Utility is in the Eye of the User: A Critique of NLP Leaderboards | Sep 29, 2020 | Fairness | —Unverified | 0 |
| DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes | Sep 28, 2020 | AttributeClustering | —Unverified | 0 |
| Exchanging Lessons Between Algorithmic Fairness and Domain Generalization | Sep 28, 2020 | Domain GeneralizationFairness | —Unverified | 0 |
| There is no trade-off: enforcing fairness can improve accuracy | Sep 28, 2020 | Fairness | —Unverified | 0 |
| Towards a Measure of Individual Fairness for Deep Learning | Sep 28, 2020 | AttributeDeep Learning | —Unverified | 0 |
| Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach | Sep 26, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| A Primal-Dual Subgradient Approachfor Fair Meta Learning | Sep 26, 2020 | FairnessFew-Shot Learning | CodeCode Available | 0 |
| Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination | Sep 25, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| On the Problem of Underranking in Group-Fair Ranking | Sep 24, 2020 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| Legally grounded fairness objectives | Sep 24, 2020 | Fairness | —Unverified | 0 |
| Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups | Sep 24, 2020 | AttributeFairness | —Unverified | 0 |
| Rank-Based Multi-task Learning for Fair Regression | Sep 23, 2020 | FairnessMulti-Task Learning | —Unverified | 0 |
| Unfairness Discovery and Prevention For Few-Shot Regression | Sep 23, 2020 | FairnessMeta-Learning | —Unverified | 0 |
| Fair Meta-Learning For Few-Shot Classification | Sep 23, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
