| 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 |
| Fair Classification and Social Welfare | May 1, 2019 | ClassificationFairness | —Unverified | 0 |
| Beyond Personalization: Research Directions in Multistakeholder Recommendation | May 1, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness | May 1, 2019 | Fairness | —Unverified | 0 |
| Generative Adversarial Models for Learning Private and Fair Representations | May 1, 2019 | Fairness | —Unverified | 0 |
| Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search | Apr 30, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Learning Fair Representations via an Adversarial Framework | Apr 30, 2019 | ClassificationFairness | CodeCode Available | 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 |
| FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning | Apr 10, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Attraction-Repulsion clustering with applications to fairness | Apr 10, 2019 | ClusteringDiversity | CodeCode Available | 0 |
| Scanner Invariant Representations for Diffusion MRI Harmonization | Apr 10, 2019 | Diffusion MRIFairness | —Unverified | 0 |
| Randomized Kaczmarz Algorithm for Massive MIMO Systems with Channel Estimation and Spatial Correlation | Apr 8, 2019 | Fairness | CodeCode Available | 0 |
| Preference-Informed Fairness | Apr 3, 2019 | Decision MakingFairness | —Unverified | 0 |
| Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality | Mar 27, 2019 | AttributeDecision Making | —Unverified | 0 |
| The Random Conditional Distribution for Higher-Order Probabilistic Inference | Mar 25, 2019 | FairnessProbabilistic Programming | —Unverified | 0 |
| The invisible power of fairness. How machine learning shapes democracy | Mar 22, 2019 | BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Multi-Differential Fairness Auditor for Black Box Classifiers | Mar 18, 2019 | Decision MakingFairness | —Unverified | 0 |
