| Multi-tier Automated Planning for Adaptive Behavior (Extended Version) | Feb 27, 2020 | Fairness | —Unverified | 0 |
| Fairness-Aware Learning with Prejudice Free Representations | Feb 26, 2020 | Fairness | —Unverified | 0 |
| DeBayes: a Bayesian Method for Debiasing Network Embeddings | Feb 26, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Counterfactual fairness: removing direct effects through regularization | Feb 25, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Teaching the Old Dog New Tricks: Supervised Learning with Constraints | Feb 25, 2020 | Fairness | —Unverified | 0 |
| FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms | Feb 25, 2020 | FairnessVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Bandit Learning with Delayed Impact of Actions | Feb 24, 2020 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| Learning Certified Individually Fair Representations | Feb 24, 2020 | FairnessRepresentation Learning | CodeCode Available | 1 |
| FR-Train: A Mutual Information-Based Approach to Fair and Robust Training | Feb 24, 2020 | Data PoisoningFairness | CodeCode Available | 1 |
| Fair Adversarial Networks | Feb 23, 2020 | Fairness | —Unverified | 0 |
| Data Augmentation for Personal Knowledge Base Population | Feb 23, 2020 | Data AugmentationFairness | —Unverified | 0 |
| Robust Optimization for Fairness with Noisy Protected Groups | Feb 21, 2020 | Fairness | CodeCode Available | 0 |
| Learning Fairness-aware Relational Structures | Feb 21, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda | Feb 20, 2020 | Fairness | —Unverified | 0 |
| Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints | Feb 19, 2020 | FairnessGeneralization Bounds | —Unverified | 0 |
| How to Solve Fair k-Center in Massive Data Models | Feb 18, 2020 | Data SummarizationDecision Making | —Unverified | 0 |
| Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness | Feb 18, 2020 | Adversarial RobustnessFairness | —Unverified | 0 |
| Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems | Feb 18, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| Fair Prediction with Endogenous Behavior | Feb 18, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled? | Feb 18, 2020 | Fairness | —Unverified | 0 |
| Individual Fairness for k-Clustering | Feb 17, 2020 | ClusteringFairness | CodeCode Available | 0 |
| Data and Model Dependencies of Membership Inference Attack | Feb 17, 2020 | FairnessInference Attack | CodeCode Available | 0 |
| Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint | Feb 17, 2020 | Fairness | —Unverified | 0 |
| Fair Principal Component Analysis and Filter Design | Feb 16, 2020 | Dimensionality ReductionFairness | —Unverified | 0 |
