| Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions | Jan 29, 2019 | counterfactualFairness | CodeCode Available | 0 |
| General Fair Empirical Risk Minimization | Jan 29, 2019 | Fairnessregression | —Unverified | 0 |
| Diversity in Faces | Jan 29, 2019 | Cultural Vocal Bursts Intensity PredictionDiversity | —Unverified | 0 |
| Improved Adversarial Learning for Fair Classification | Jan 29, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Towards Fair Deep Clustering With Multi-State Protected Variables | Jan 29, 2019 | AttributeClustering | —Unverified | 0 |
| Toward Controlling Discrimination in Online Ad Auctions | Jan 29, 2019 | Fairness | CodeCode Available | 0 |
| Fair Regression for Health Care Spending | Jan 28, 2019 | Fairnessregression | CodeCode Available | 0 |
| Fairwashing: the risk of rationalization | Jan 28, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Fairness in representation: quantifying stereotyping as a representational harm | Jan 28, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fair k-Center Clustering for Data Summarization | Jan 24, 2019 | ClusteringData Summarization | CodeCode Available | 0 |
| Fairness risk measures | Jan 24, 2019 | Fairness | CodeCode Available | 0 |
| Guarantees for Spectral Clustering with Fairness Constraints | Jan 24, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Faking Fairness via Stealthily Biased Sampling | Jan 24, 2019 | Fairness | CodeCode Available | 0 |
| Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges | Jan 15, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Combinatorial Sleeping Bandits with Fairness Constraints | Jan 15, 2019 | Fairness | —Unverified | 0 |
| Identifying and Correcting Label Bias in Machine Learning | Jan 15, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements | Jan 14, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Approaching Ethical Guidelines for Data Scientists | Jan 14, 2019 | EthicsFairness | —Unverified | 0 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 |
| Fair Algorithms for Clustering | Jan 8, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Fairwalk: Towards fair graph embedding | Jan 1, 2019 | FairnessGraph Embedding | CodeCode Available | 0 |
| Stochastic Doubly Robust Gradient | Dec 21, 2018 | Fairness | —Unverified | 0 |
| Bias Mitigation Post-processing for Individual and Group Fairness | Dec 14, 2018 | FairnessGeneral Classification | —Unverified | 0 |
| Improving fairness in machine learning systems: What do industry practitioners need? | Dec 13, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
