| Impact of Gender Debiased Word Embeddings in Language Modeling | May 3, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
| Explaining how your AI system is fair | May 3, 2021 | Decision MakingFairness | —Unverified | 0 |
| An Examination of Fairness of AI Models for Deepfake Detection | May 2, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Federated Learning with Fair Averaging | Apr 30, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Online certification of preference-based fairness for personalized recommender systems | Apr 29, 2021 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics | Apr 29, 2021 | Fairness | —Unverified | 0 |
| Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features | Apr 29, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| A neural anisotropic view of underspecification in deep learning | Apr 29, 2021 | Deep LearningFairness | —Unverified | 0 |
| FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning | Apr 29, 2021 | FairnessGraph Representation Learning | CodeCode Available | 0 |
| Improving Fairness in Speaker Recognition | Apr 29, 2021 | AttributeFairness | —Unverified | 0 |
| Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers | Apr 28, 2021 | DisentanglementFairness | CodeCode Available | 0 |
| Towards Fair Federated Learning with Zero-Shot Data Augmentation | Apr 27, 2021 | Data AugmentationFairness | —Unverified | 0 |
| Multi-fairness under class-imbalance | Apr 27, 2021 | AttributeDecision Making | —Unverified | 0 |
| Learning Fair Canonical Polyadical Decompositions using a Kernel Independence Criterion | Apr 27, 2021 | Fairness | —Unverified | 0 |
| LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification | Apr 26, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Fair-Capacitated Clustering | Apr 25, 2021 | ClusteringFairness | —Unverified | 0 |
| Causal Learning for Socially Responsible AI | Apr 25, 2021 | FairnessSurvey | —Unverified | 0 |
| Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability | Apr 24, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Joint Time and Power Allocation for 5G NR Unlicensed Systems | Apr 22, 2021 | Fairness | —Unverified | 0 |
| Rule Generation for Classification: Scalability, Interpretability, and Fairness | Apr 21, 2021 | ClassificationFairness | CodeCode Available | 1 |
| User-oriented Fairness in Recommendation | Apr 21, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 |
| The probabilistic rank random assignment rule and its axiomatic characterization | Apr 19, 2021 | Fairness | —Unverified | 0 |
| TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers | Apr 19, 2021 | FairnessRecommendation Systems | —Unverified | 0 |
| Fair Representation Learning for Heterogeneous Information Networks | Apr 18, 2021 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Are Word Embedding Methods Stable and Should We Care About It? | Apr 17, 2021 | ClusteringFairness | —Unverified | 0 |
