| Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative | Oct 7, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Uncovering the Structural Fairness in Graph Contrastive Learning | Oct 6, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Re-contextualizing Fairness in NLP: The Case of India | Sep 25, 2022 | Fairness | CodeCode Available | 1 |
| Fairness Reprogramming | Sep 21, 2022 | Fairness | CodeCode Available | 1 |
| High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection | Sep 20, 2022 | Breast Cancer DetectionData Augmentation | CodeCode Available | 1 |
| Rethinking Knowledge Graph Evaluation Under the Open-World Assumption | Sep 19, 2022 | FairnessKnowledge Graph Completion | CodeCode Available | 1 |
| FairGBM: Gradient Boosting with Fairness Constraints | Sep 16, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery | Sep 16, 2022 | Drug DiscoveryFairness | CodeCode Available | 1 |
| CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions | Aug 29, 2022 | 16kFairness | CodeCode Available | 1 |
| FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning | Aug 22, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation | Aug 12, 2022 | Fairness | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification | Jul 22, 2022 | AttributeFairness | CodeCode Available | 1 |
| GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection | Jul 21, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction | Jul 9, 2022 | Explanation GenerationFairness | CodeCode Available | 1 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 |
| Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs | Jul 5, 2022 | Fairnessreinforcement-learning | CodeCode Available | 1 |
| FairGrad: Fairness Aware Gradient Descent | Jun 22, 2022 | Fairness | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Learning Fair Representation via Distributional Contrastive Disentanglement | Jun 17, 2022 | Contrastive LearningDisentanglement | CodeCode Available | 1 |
| Disparate Impact in Differential Privacy from Gradient Misalignment | Jun 15, 2022 | Fairness | CodeCode Available | 1 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
