| Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings | Mar 11, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery | Sep 16, 2022 | Drug DiscoveryFairness | CodeCode Available | 1 |
| Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs | Jul 5, 2022 | Fairnessreinforcement-learning | CodeCode Available | 1 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 |
| Towards Fair Graph Neural Networks via Graph Counterfactual | Jul 10, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Improving the Fairness of Chest X-ray Classifiers | Mar 23, 2022 | Fairness | CodeCode Available | 1 |
| Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis | May 14, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| On Disentangled Representations Learned From Correlated Data | Jun 14, 2020 | DisentanglementFairness | CodeCode Available | 1 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 |
| IUST_PersonReId: A New Domain in Person Re-Identification Datasets | Dec 25, 2024 | FairnessPerson Re-Identification | CodeCode Available | 1 |
| AutoBalance: Optimized Loss Functions for Imbalanced Data | Jan 4, 2022 | Data AugmentationFairness | CodeCode Available | 1 |
| A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control | Mar 30, 2025 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative | Oct 7, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models | Jan 7, 2022 | Fairness | CodeCode Available | 1 |
| Learning Certified Individually Fair Representations | Feb 24, 2020 | FairnessRepresentation Learning | CodeCode Available | 1 |
| Learning Fair Classifiers with Partially Annotated Group Labels | Nov 29, 2021 | Fairness | CodeCode Available | 1 |
| Learning Fair Node Representations with Graph Counterfactual Fairness | Jan 10, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning | Dec 17, 2020 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation | Jun 28, 2024 | ArticlesFairness | CodeCode Available | 1 |
| Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy | Jan 24, 2022 | ClassificationFairness | CodeCode Available | 1 |
| Learning Resilient Radio Resource Management Policies with Graph Neural Networks | Mar 7, 2022 | FairnessGraph Neural Network | CodeCode Available | 1 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| BAD: BiAs Detection for Large Language Models in the context of candidate screening | May 17, 2023 | Bias DetectionFairness | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
