| Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values | Sep 21, 2021 | AttributeFairness | —Unverified | 0 |
| Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making | Sep 21, 2021 | Decision MakingFairness | —Unverified | 0 |
| Fairness-aware Class Imbalanced Learning | Sep 21, 2021 | FairnessLong-tail Learning | —Unverified | 0 |
| Achieving Counterfactual Fairness for Causal Bandit | Sep 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Rebuilding Trust: Queer in AI Approach to Artificial Intelligence Risk Management | Sep 21, 2021 | DiversityFairness | —Unverified | 0 |
| Identifying biases in legal data: An algorithmic fairness perspective | Sep 21, 2021 | Fairnessregression | —Unverified | 0 |
| FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging | Sep 20, 2021 | FairnessImage Reconstruction | —Unverified | 0 |
| Algorithmic Fairness Verification with Graphical Models | Sep 20, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Towards Automatic Bias Detection in Knowledge Graphs | Sep 19, 2021 | Bias DetectionFairness | CodeCode Available | 0 |
| Model-Based Approach for Measuring the Fairness in ASR | Sep 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Fairness for Data Valuation in Horizontal Federated Learning | Sep 19, 2021 | Data ValuationFairness | —Unverified | 0 |
| Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making | Sep 18, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness Maximization among Offline Agents in Online-Matching Markets | Sep 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms | Sep 18, 2021 | Fairness | —Unverified | 0 |
| A Fairness Analysis on Private Aggregation of Teacher Ensembles | Sep 17, 2021 | FairnessPrivacy Preserving | —Unverified | 0 |
| Enforcing fairness in private federated learning via the modified method of differential multipliers | Sep 17, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Achieving Model Fairness in Vertical Federated Learning | Sep 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Allocating Indivisible Goods to Strategic Agents: Pure Nash Equilibria and Fairness | Sep 17, 2021 | Fairness | —Unverified | 0 |
| Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach | Sep 17, 2021 | Fairness | CodeCode Available | 0 |
| Balancing out Bias: Achieving Fairness Through Balanced Training | Sep 16, 2021 | Fairness | —Unverified | 0 |
| Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing | Sep 16, 2021 | FairnessManagement | —Unverified | 0 |
| Self-learn to Explain Siamese Networks Robustly | Sep 15, 2021 | Face RecognitionFairness | —Unverified | 0 |
| Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling | Sep 14, 2021 | FairnessScheduling | —Unverified | 0 |
| Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education | Sep 13, 2021 | FairnessImputation | —Unverified | 0 |
