| 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 |
| 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 |
| The Equity Framework: Fairness Beyond Equalized Predictive Outcomes | Apr 18, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection | Apr 15, 2022 | FairnessHate Speech Detection | —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 |
| Sharing the Load: Considering Fairness in De-energization Scheduling to Mitigate Wildfire Ignition Risk using Rolling Optimization | Apr 13, 2022 | FairnessScheduling | —Unverified | 0 |
| Breaking Fair Binary Classification with Optimal Flipping Attacks | Apr 12, 2022 | Binary ClassificationClassification | —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 |
| SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles | Apr 11, 2022 | FairnessPrivacy Preserving | —Unverified | 0 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 0 |
| Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks | Apr 9, 2022 | AttributeFairness | CodeCode Available | 0 |
| Segmenting across places: The need for fair transfer learning with satellite imagery | Apr 9, 2022 | Domain AdaptationFairness | —Unverified | 0 |
| Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic | Apr 7, 2022 | Fairnessregression | —Unverified | 0 |
| Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems | Apr 7, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Reputation as insurance: how reputation moderates public backlash following a company's decision to profiteer | Apr 7, 2022 | Fairness | —Unverified | 0 |
| A Deep Learning-Based Approach for Cell Outage Compensation in NOMA Networks | Apr 7, 2022 | FairnessManagement | —Unverified | 0 |
| Vertical Allocation-based Fair Exposure Amortizing in Ranking | Apr 6, 2022 | Exposure FairnessFairness | —Unverified | 0 |
| Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness | Apr 6, 2022 | FairnessFault Diagnosis | —Unverified | 0 |
