| Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling | Oct 7, 2021 | Fairness | CodeCode Available | 0 |
| Automated Testing of AI Models | Oct 7, 2021 | FairnessSpeech-to-Text | —Unverified | 0 |
| Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants | Oct 6, 2021 | Fairness | —Unverified | 0 |
| Federating for Learning Group Fair Models | Oct 5, 2021 | FairnessFederated Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing | Oct 5, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults | Oct 4, 2021 | Age ClassificationFace Recognition | —Unverified | 0 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Trustworthy AI: From Principles to Practices | Oct 4, 2021 | Fairness | —Unverified | 0 |
| Efficiency, Fairness, and Stability in Non-Commercial Peer-to-Peer Ridesharing | Oct 4, 2021 | Fairness | —Unverified | 0 |
| An Empirical Investigation of Learning from Biased Toxicity Labels | Oct 4, 2021 | Fairness | —Unverified | 0 |
| Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations | Oct 4, 2021 | Acoustic Scene ClassificationFairness | —Unverified | 0 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes | Oct 3, 2021 | Fairness | —Unverified | 0 |
| Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification | Oct 2, 2021 | Fairness | —Unverified | 0 |
| FairFed: Enabling Group Fairness in Federated Learning | Oct 2, 2021 | Decision MakingFairness | —Unverified | 0 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Evaluating the fairness of fine-tuning strategies in self-supervised learning | Oct 1, 2021 | FairnessSelf-Supervised Learning | —Unverified | 0 |
| Algorithm Fairness in AI for Medicine and Healthcare | Oct 1, 2021 | DisentanglementFairness | —Unverified | 0 |
| A Fair Generative Model Using Total Variation Distance | Sep 29, 2021 | Fairness | —Unverified | 0 |
| Visual Representation Learning over Latent Domains | Sep 29, 2021 | FairnessRepresentation Learning | —Unverified | 0 |
| Understanding the robustness-accuracy tradeoff by rethinking robust fairness | Sep 29, 2021 | Fairness | —Unverified | 0 |
| Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning | Sep 29, 2021 | FairnessGraph structure learning | —Unverified | 0 |
| L_q regularization for Fairness AI robust to sampling bias | Sep 29, 2021 | Fairness | —Unverified | 0 |
| Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment | Sep 29, 2021 | Atari GamesBenchmarking | —Unverified | 0 |
| AestheticNet: Reducing bias in facial data sets under ethical considerations | Sep 29, 2021 | Facial Beauty PredictionFairness | —Unverified | 0 |
