| Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy | Oct 26, 2020 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 |
| KFC: A Scalable Approximation Algorithm for k-center Fair Clustering | Oct 26, 2020 | ClusteringFairness | —Unverified | 0 |
| Versatile Verification of Tree Ensembles | Oct 26, 2020 | Fairness | CodeCode Available | 1 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| Interpretable Assessment of Fairness During Model Evaluation | Oct 26, 2020 | ClusteringFairness | —Unverified | 0 |
| On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction | Oct 24, 2020 | FairnessScheduling | —Unverified | 0 |
| Collaborative Machine Learning with Incentive-Aware Model Rewards | Oct 24, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning | Oct 24, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals | Oct 24, 2020 | counterfactualFairness | —Unverified | 0 |
| Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation | Oct 23, 2020 | Domain AdaptationFairness | —Unverified | 0 |
| FairPut: A Light Framework for Machine Learning Fairness with LightGBM | Oct 22, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research | Oct 22, 2020 | counterfactualFairness | —Unverified | 0 |
| Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation | Oct 22, 2020 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| The Pursuit of Algorithmic Fairness: On "Correcting" Algorithmic Unfairness in a Child Welfare Reunification Success Classifier | Oct 22, 2020 | AttributeFairness | CodeCode Available | 0 |
| Achieving User-Side Fairness in Contextual Bandits | Oct 22, 2020 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Differentiable Optimal Adversaries for Learning Fair Representations | Oct 21, 2020 | Fairnessregression | —Unverified | 0 |
| How Do Fair Decisions Fare in Long-term Qualification? | Oct 21, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| Incorporating Interpretable Output Constraints in Bayesian Neural Networks | Oct 21, 2020 | FairnessUncertainty Quantification | CodeCode Available | 1 |
| Where Is the Normative Proof? Assumptions and Contradictions in ML Fairness Research | Oct 20, 2020 | Fairness | —Unverified | 0 |
| Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference | Oct 19, 2020 | Bayesian InferenceFairness | —Unverified | 0 |
| Survey on Causal-based Machine Learning Fairness Notions | Oct 19, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| RobustBench: a standardized adversarial robustness benchmark | Oct 19, 2020 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph | Oct 16, 2020 | FairnessKnowledge Graphs | —Unverified | 0 |
| Conceptualization and Framework of Hybrid Intelligence Systems | Oct 15, 2020 | Fairness | —Unverified | 0 |
| Online Decision Trees with Fairness | Oct 15, 2020 | Decision MakingFairness | —Unverified | 0 |
