| Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making | Sep 23, 2022 | AttributeDecision Making | —Unverified | 0 |
| An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret | Sep 23, 2022 | 2kFairness | —Unverified | 0 |
| SCALES: From Fairness Principles to Constrained Decision-Making | Sep 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Fair Robust Active Learning by Joint Inconsistency | Sep 22, 2022 | Active LearningAdversarial Attack | —Unverified | 0 |
| Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning | Sep 21, 2022 | Fairness | —Unverified | 0 |
| FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering | Sep 21, 2022 | Active LearningClustering | CodeCode Available | 0 |
| Fairness Reprogramming | Sep 21, 2022 | Fairness | CodeCode Available | 1 |
| A Comprehensive Survey on Trustworthy Recommender Systems | Sep 21, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring | Sep 21, 2022 | Additive modelsFairness | —Unverified | 0 |
| Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance | Sep 21, 2022 | Additive modelsFairness | —Unverified | 0 |
| Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness | Sep 20, 2022 | ClassificationClustering | —Unverified | 0 |
| Mirror Prox Algorithm for Large-Scale Cell-Free Massive MIMO Uplink Power Control | Sep 20, 2022 | FairnessSecond-order methods | —Unverified | 0 |
| Fairness and robustness in anti-causal prediction | Sep 20, 2022 | AttributeFairness | —Unverified | 0 |
| High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection | Sep 20, 2022 | Breast Cancer DetectionData Augmentation | CodeCode Available | 1 |
| Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation | Sep 20, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 |
| Fairness in Face Presentation Attack Detection | Sep 19, 2022 | AttributeData Augmentation | CodeCode Available | 0 |
| Fairness on Synthetic Visual and Thermal Mask Images | Sep 19, 2022 | DiversityFairness | —Unverified | 0 |
| Measuring Interventional Robustness in Reinforcement Learning | Sep 19, 2022 | Fairnessreinforcement-learning | CodeCode Available | 0 |
| Rethinking Knowledge Graph Evaluation Under the Open-World Assumption | Sep 19, 2022 | FairnessKnowledge Graph Completion | CodeCode Available | 1 |
| Through a fair looking-glass: mitigating bias in image datasets | Sep 18, 2022 | AttributeFairness | —Unverified | 0 |
| A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems | Sep 17, 2022 | FairnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances | Sep 17, 2022 | Decision MakingDiversity | —Unverified | 0 |
| Survey on Fairness Notions and Related Tensions | Sep 16, 2022 | FairnessSurvey | —Unverified | 0 |
| FairGBM: Gradient Boosting with Fairness Constraints | Sep 16, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Algorithmic decision making methods for fair credit scoring | Sep 16, 2022 | Decision MakingFairness | —Unverified | 0 |
