| Testing Group Fairness via Optimal Transport Projections | Jun 2, 2021 | Fairness | —Unverified | 0 |
| Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI | Jun 2, 2021 | FairnessUncertainty Quantification | CodeCode Available | 1 |
| Zipf Matrix Factorization : Matrix Factorization with Matthew Effect Reduction | Jun 1, 2021 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| FiSH: Fair Spatial Hotspots | Jun 1, 2021 | Fairness | —Unverified | 0 |
| Improving Compositionality of Neural Networks by Decoding Representations to Inputs | Jun 1, 2021 | FairnessOut-of-Distribution Detection | —Unverified | 0 |
| Information Theoretic Measures for Fairness-aware Feature Selection | Jun 1, 2021 | Decision MakingFairness | —Unverified | 0 |
| A Clarification of the Nuances in the Fairness Metrics Landscape | Jun 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Fair Clustering Using Antidote Data | Jun 1, 2021 | ClusteringFairness | —Unverified | 0 |
| Reinforcement Learning-based Dynamic Service Placement in Vehicular Networks | May 31, 2021 | Edge-computingFairness | —Unverified | 0 |
| Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning | May 31, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Rawlsian Fair Adaptation of Deep Learning Classifiers | May 31, 2021 | Deep LearningFairness | —Unverified | 0 |
| Unifying Distillation with Personalization in Federated Learning | May 31, 2021 | FairnessFederated Learning | —Unverified | 0 |
| Demographic Fairness in Biometric Systems: What do the Experts say? | May 31, 2021 | FairnessManagement | —Unverified | 0 |
| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| DISSECT: Disentangled Simultaneous Explanations via Concept Traversals | May 31, 2021 | counterfactualFairness | CodeCode Available | 1 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Deep Fair Discriminative Clustering | May 28, 2021 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Fair Representations by Compression | May 28, 2021 | DecoderFairness | —Unverified | 0 |
| FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes | May 27, 2021 | AttributeFairness | CodeCode Available | 0 |
| Fair Feature Distillation for Visual Recognition | May 27, 2021 | FairnessKnowledge Distillation | —Unverified | 0 |
| Private Recommender Systems: How Can Users Build Their Own Fair Recommender Systems without Log Data? | May 26, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Bias in Machine Learning Software: Why? How? What to do? | May 25, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| FNAS: Uncertainty-Aware Fast Neural Architecture Search | May 25, 2021 | FairnessGPU | —Unverified | 0 |
| Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability | May 25, 2021 | FairnessUncertainty Quantification | —Unverified | 0 |
| Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence | May 25, 2021 | Fairnessreinforcement-learning | —Unverified | 0 |
