| Computing the Collection of Good Models for Rule Lists | Apr 24, 2022 | Fairness | —Unverified | 0 |
| Are Your Reviewers Being Treated Equally? Discovering Subgroup Structures to Improve Fairness in Spam Detection | Apr 24, 2022 | FairnessSpam detection | —Unverified | 0 |
| Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines | Apr 23, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models | Apr 22, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 |
| DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation | Apr 22, 2022 | DiversityFairness | —Unverified | 0 |
| Towards Involving End-users in Interactive Human-in-the-loop AI Fairness | Apr 22, 2022 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Fairness in Graph Mining: A Survey | Apr 21, 2022 | FairnessGraph Mining | CodeCode Available | 1 |
| A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms | Apr 21, 2022 | Fairness | —Unverified | 0 |
| Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees | Apr 21, 2022 | FairnessFeature Importance | CodeCode Available | 0 |
| Causality-based Neural Network Repair | Apr 20, 2022 | Decision MakingFairness | —Unverified | 0 |
| A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning | Apr 20, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models | Apr 19, 2022 | FairnessFew-Shot Image Classification | CodeCode Available | 4 |
| The Equity Framework: Fairness Beyond Equalized Predictive Outcomes | Apr 18, 2022 | Decision MakingFairness | —Unverified | 0 |
| Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness | Apr 18, 2022 | AttributeFairness | —Unverified | 0 |
| A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability | Apr 18, 2022 | Drug DiscoveryFairness | —Unverified | 0 |
| Trinary Tools for Continuously Valued Binary Classifiers | Apr 18, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems | Apr 17, 2022 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection | Apr 15, 2022 | FairnessHate Speech Detection | —Unverified | 0 |
| Global Counterfactual Explanations: Investigations, Implementations and Improvements | Apr 14, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Sharing the Load: Considering Fairness in De-energization Scheduling to Mitigate Wildfire Ignition Risk using Rolling Optimization | Apr 13, 2022 | FairnessScheduling | —Unverified | 0 |
| Clinical trial site matching with improved diversity using fair policy learning | Apr 13, 2022 | DiversityFairness | —Unverified | 0 |
| Fair Algorithm Design: Fair and Efficacious Machine Scheduling | Apr 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| Data Justice in Practice: A Guide for Developers | Apr 12, 2022 | Fairness | —Unverified | 0 |
| Integrating Distributed Energy Resources: Optimal Prosumer Decisions and Impacts of Net Metering Tariffs | Apr 12, 2022 | energy managementFairness | —Unverified | 0 |
| Breaking Fair Binary Classification with Optimal Flipping Attacks | Apr 12, 2022 | Binary ClassificationClassification | —Unverified | 0 |
