| Explainability for fair machine learning | Oct 14, 2020 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Equitable Allocation of Healthcare Resources with Fair Cox Models | Oct 14, 2020 | Fairness | —Unverified | 0 |
| Environment Inference for Invariant Learning | Oct 14, 2020 | Domain GeneralizationFairness | CodeCode Available | 1 |
| Causal Multi-Level Fairness | Oct 14, 2020 | AttributeCausal Inference | —Unverified | 0 |
| Fairness in Streaming Submodular Maximization: Algorithms and Hardness | Oct 14, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| FaiR-N: Fair and Robust Neural Networks for Structured Data | Oct 13, 2020 | Adversarial RobustnessAttribute | CodeCode Available | 0 |
| ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning | Oct 13, 2020 | Deep LearningFairness | —Unverified | 0 |
| To be Robust or to be Fair: Towards Fairness in Adversarial Training | Oct 13, 2020 | Fairness | CodeCode Available | 1 |
| On the Fairness of Causal Algorithmic Recourse | Oct 13, 2020 | counterfactualFairness | CodeCode Available | 1 |
| A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches | Oct 12, 2020 | EthicsFairness | —Unverified | 0 |
| Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness | Oct 12, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Representativity Fairness in Clustering | Oct 11, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Local Connectivity in Centroid Clustering | Oct 11, 2020 | ClusteringFairness | —Unverified | 0 |
| Robust Fairness under Covariate Shift | Oct 11, 2020 | Fairness | CodeCode Available | 0 |
| Fairness-aware Agnostic Federated Learning | Oct 10, 2020 | FairnessFederated Learning | —Unverified | 0 |
| Fair and Representative Subset Selection from Data Streams | Oct 9, 2020 | Data SummarizationFairness | CodeCode Available | 0 |
| Assessing Classifier Fairness with Collider Bias | Oct 8, 2020 | Decision MakingFairness | —Unverified | 0 |
| A survey of algorithmic recourse: definitions, formulations, solutions, and prospects | Oct 8, 2020 | Decision MakingFairness | —Unverified | 0 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms | Oct 8, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairness Perception from a Network-Centric Perspective | Oct 7, 2020 | Fairness | —Unverified | 0 |
| A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization | Oct 7, 2020 | Decision MakingFairness | —Unverified | 0 |
| FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints | Oct 7, 2020 | DecoderFairness | —Unverified | 0 |
| SPPL: Probabilistic Programming with Fast Exact Symbolic Inference | Oct 7, 2020 | FairnessProbabilistic Programming | CodeCode Available | 1 |
