| 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 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| 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 |
| SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning | Apr 22, 2020 | Face RecognitionFairness | —Unverified | 0 |
| Alleviating the recommendation bias via rank aggregation | Apr 22, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| Hierarchically Fair Federated Learning | Apr 22, 2020 | FairnessFederated Learning | —Unverified | 0 |
| Games for Fairness and Interpretability | Apr 20, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms | Apr 19, 2020 | Fairness | CodeCode Available | 2 |
| Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection | Apr 16, 2020 | FairnessMulti-class Classification | CodeCode Available | 1 |
| 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 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 |
| 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 |
| FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret | Apr 3, 2020 | AttributeDecision Making | CodeCode Available | 0 |
| Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples | Apr 3, 2020 | Age EstimationFairness | —Unverified | 0 |
| Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition | Apr 2, 2020 | Face RecognitionFairness | CodeCode Available | 1 |
| Covariance-Robust Dynamic Watermarking | Mar 31, 2020 | Autonomous VehiclesFairness | —Unverified | 0 |
| Individual Fairness in Advertising Auctions through Inverse Proportionality | Mar 31, 2020 | Fairness | —Unverified | 0 |
