| FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems | May 3, 2020 | DiversityFairness | —Unverified | 0 |
| Dimensions of Diversity in Human Perceptions of Algorithmic Fairness | May 2, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Does Data Augmentation Improve Generalization in NLP? | Apr 30, 2020 | Data AugmentationFairness | —Unverified | 0 |
| Stereotype-Free Classification of Fictitious Faces | Apr 29, 2020 | ClassificationFairness | —Unverified | 0 |
| On the Reliability of Test Collections for Evaluating Systems of Different Types | Apr 28, 2020 | Deep LearningFairness | —Unverified | 0 |
| A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images | Apr 27, 2020 | COVID-19 DiagnosisFairness | CodeCode Available | 0 |
| An Epistemic Approach to the Formal Specification of Statistical Machine Learning | Apr 27, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds | Apr 26, 2020 | AttributeFairness | —Unverified | 0 |
| Probabilistic Serial Mechanism for Multi-Type Resource Allocation | Apr 25, 2020 | FairnessVocal Bursts Type Prediction | —Unverified | 0 |
| Impact of different belief facets on agents' decision -- a refined cognitive architecture to model the interaction between organisations' institutional characteristics and agents' behaviour | Apr 24, 2020 | Fairness | —Unverified | 0 |
| Beam Blockage in Optical Wireless Systems | Apr 23, 2020 | Fairness | —Unverified | 0 |
| Hierarchically Fair Federated Learning | Apr 22, 2020 | FairnessFederated Learning | —Unverified | 0 |
| Alleviating the recommendation bias via rank aggregation | Apr 22, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning | Apr 22, 2020 | Face RecognitionFairness | —Unverified | 0 |
| Games for Fairness and Interpretability | Apr 20, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Boxer: Interactive Comparison of Classifier Results | Apr 16, 2020 | FairnessModel Selection | —Unverified | 0 |
| Poisoning Attacks on Algorithmic Fairness | Apr 15, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Individual Fairness in Pipelines | Apr 12, 2020 | FairnessGeneral Classification | —Unverified | 0 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 |
| FACT: A Diagnostic for Group Fairness Trade-offs | Apr 7, 2020 | AttributeDiagnostic | CodeCode Available | 0 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| Abstracting Fairness: Oracles, Metrics, and Interpretability | Apr 4, 2020 | FairnessGeneral Classification | —Unverified | 0 |
| Measuring Social Biases of Crowd Workers using Counterfactual Queries | Apr 4, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples | Apr 3, 2020 | Age EstimationFairness | —Unverified | 0 |
| FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret | Apr 3, 2020 | AttributeDecision Making | CodeCode Available | 0 |
