| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator | Dec 13, 2022 | AutoMLFairness | CodeCode Available | 1 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 |
| New Job, New Gender? Measuring the Social Bias in Image Generation Models | Jan 1, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection | Apr 16, 2020 | FairnessMulti-class Classification | CodeCode Available | 1 |
| On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections | Jan 1, 2021 | FairnessLink Prediction | CodeCode Available | 1 |
| On Tilted Losses in Machine Learning: Theory and Applications | Sep 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 |
