| Protecting the Protected Group: Circumventing Harmful Fairness | May 25, 2019 | Crime PredictionFairness | —Unverified | 0 |
| Average Individual Fairness: Algorithms, Generalization and Experiments | May 25, 2019 | ClassificationFairness | CodeCode Available | 0 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Fair Resource Allocation in Federated Learning | May 25, 2019 | FairnessFederated Learning | CodeCode Available | 0 |
| CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models | May 20, 2019 | counterfactualFairness | —Unverified | 0 |
| Contrastive Fairness in Machine Learning | May 17, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Fairness in Machine Learning with Tractable Models | May 16, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Fair Resource Allocation in Federated Learning | May 16, 2019 | FairnessFederated Learning | —Unverified | 0 |
| A Human-Centered Approach to Interactive Machine Learning | May 15, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Software Engineering for Fairness: A Case Study with Hyperparameter Optimization | May 14, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Proportionally Fair Clustering | May 9, 2019 | ClusteringFairness | —Unverified | 0 |
| Unified Adversarial Invariance | May 7, 2019 | DisentanglementFairness | —Unverified | 0 |
| Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness | May 2, 2019 | Decision MakingFairness | —Unverified | 0 |
| Beyond Personalization: Research Directions in Multistakeholder Recommendation | May 1, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Generative Adversarial Models for Learning Private and Fair Representations | May 1, 2019 | Fairness | —Unverified | 0 |
| Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness | May 1, 2019 | Fairness | —Unverified | 0 |
| Fair Classification and Social Welfare | May 1, 2019 | ClassificationFairness | —Unverified | 0 |
| Learning Fair Representations via an Adversarial Framework | Apr 30, 2019 | ClassificationFairness | CodeCode Available | 0 |
| Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search | Apr 30, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations | Apr 29, 2019 | FairnessGeneral Classification | —Unverified | 0 |
| "Favoring my playmate seems fair": Inhibitory control and theory of mind in preschoolers' self-disadvantaging behaviors | Apr 25, 2019 | Fairness | —Unverified | 0 |
| On Fairness of Systemic Risk Measures | Apr 24, 2019 | Fairness | —Unverified | 0 |
| Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach | Apr 22, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Tracking and Improving Information in the Service of Fairness | Apr 22, 2019 | Decision MakingFairness | —Unverified | 0 |
| Tutorial: Safe and Reliable Machine Learning | Apr 15, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
