| Welfare Measure for Resource Allocation with Algorithmic Implementation: Beyond Average and Max-Min | Apr 16, 2021 | Fairness | —Unverified | 0 |
| Can Active Learning Preemptively Mitigate Fairness Issues? | Apr 14, 2021 | Active LearningFairness | CodeCode Available | 1 |
| On the Impact of Random Seeds on the Fairness of Clinical Classifiers | Apr 13, 2021 | Fairness | —Unverified | 0 |
| Towards Algorithmic Transparency: A Diversity Perspective | Apr 12, 2021 | DiversityFairness | —Unverified | 0 |
| Understanding Prediction Discrepancies in Machine Learning Classifiers | Apr 12, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairly Constricted Multi-Objective Particle Swarm Optimization | Apr 10, 2021 | Fairness | CodeCode Available | 0 |
| Implementing Fair Regression In The Real World | Apr 9, 2021 | Fairnessregression | —Unverified | 0 |
| RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network | Apr 7, 2021 | FairnessImage Retrieval | CodeCode Available | 1 |
| Representative & Fair Synthetic Data | Apr 7, 2021 | FairnessSelf-Supervised Learning | —Unverified | 0 |
| VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations | Apr 6, 2021 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| End-To-End Bias Mitigation: Removing Gender Bias in Deep Learning | Apr 6, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Towards Measuring Fairness in AI: the Casual Conversations Dataset | Apr 6, 2021 | Age And Gender ClassificationDeepFake Detection | —Unverified | 0 |
| Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing | Apr 4, 2021 | Bilevel OptimizationDecision Making | —Unverified | 0 |
| ALUE: Arabic Language Understanding Evaluation | Apr 1, 2021 | DiagnosticFairness | CodeCode Available | 0 |
| An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline | Apr 1, 2021 | DiversityFairness | —Unverified | 0 |
| fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation | Apr 1, 2021 | Bias DetectionFairness | CodeCode Available | 0 |
| Model Selection's Disparate Impact in Real-World Deep Learning Applications | Apr 1, 2021 | Deep LearningFairness | —Unverified | 0 |
| Achieving Transparency Report Privacy in Linear Time | Mar 31, 2021 | Fairness | —Unverified | 0 |
| Balancing Fairness and Efficiency in Traffic Routing via Interpolated Traffic Assignment | Mar 31, 2021 | Fairness | CodeCode Available | 0 |
| Individually Fair Gradient Boosting | Mar 31, 2021 | Fairness | —Unverified | 0 |
| A Transactive Energy Market Framework Considering Network Constraints and Fairness | Mar 31, 2021 | Fairness | —Unverified | 0 |
| FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT | Mar 30, 2021 | FairnessGeneral Reinforcement Learning | —Unverified | 0 |
| Statistical inference for individual fairness | Mar 30, 2021 | Adversarial AttackFairness | CodeCode Available | 0 |
| Federated Learning with Taskonomy for Non-IID Data | Mar 29, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation | Mar 25, 2021 | FairnessSegmentation | —Unverified | 0 |
