| Investigating Bias and Fairness in Facial Expression Recognition | Jul 20, 2020 | AttributeData Augmentation | —Unverified | 0 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Same-Day Delivery with Fairness | Jul 19, 2020 | FairnessQ-Learning | —Unverified | 0 |
| A Distributionally Robust Approach to Fair Classification | Jul 18, 2020 | ClassificationFairness | —Unverified | 0 |
| How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning | Jul 18, 2020 | Deep LearningFairness | —Unverified | 0 |
| Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context | Jul 17, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach | Jul 16, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Facets of Fairness in Search and Recommendation | Jul 16, 2020 | DiversityFairness | —Unverified | 0 |
| A Pairwise Fair and Community-preserving Approach to k-Center Clustering | Jul 14, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Verification of ML Systems via Reparameterization | Jul 14, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Towards causal benchmarking of bias in face analysis algorithms | Jul 13, 2020 | AttributeBenchmarking | CodeCode Available | 0 |
| Fair Algorithms for Multi-Agent Multi-Armed Bandits | Jul 13, 2020 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 |
| Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies | Jul 12, 2020 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| The Impossibility Theorem of Machine Fairness -- A Causal Perspective | Jul 12, 2020 | Fairness | —Unverified | 0 |
| Algorithmic Fairness in Education | Jul 10, 2020 | Fairness | —Unverified | 0 |
| Attack of the Tails: Yes, You Really Can Backdoor Federated Learning | Jul 9, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| Transparency Tools for Fairness in AI (Luskin) | Jul 9, 2020 | Fairness | —Unverified | 0 |
| Whither Fair Clustering? | Jul 8, 2020 | ClusteringFairness | —Unverified | 0 |
| STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information | Jul 7, 2020 | Fairness | —Unverified | 0 |
| README: REpresentation learning by fairness-Aware Disentangling MEthod | Jul 7, 2020 | AttributeFairness | —Unverified | 0 |
| Fairness in machine learning: against false positive rate equality as a measure of fairness | Jul 6, 2020 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning | Jul 6, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Model Distillation for Revenue Optimization: Interpretable Personalized Pricing | Jul 3, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Grading video interviews with fairness considerations | Jul 2, 2020 | FairnessSpecificity | —Unverified | 0 |
