| Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment | Feb 13, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness | Feb 7, 2023 | FairnessImage Generation | CodeCode Available | 1 |
| Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation | Jan 14, 2023 | Fairness | CodeCode Available | 1 |
| Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning | Jan 12, 2023 | FairnessNetwork Pruning | CodeCode Available | 1 |
| Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training | Jan 1, 2023 | Fairness | CodeCode Available | 1 |
| Federated Domain Generalization With Generalization Adjustment | Jan 1, 2023 | Domain GeneralizationFairness | CodeCode Available | 1 |
| Explainable AI for Bioinformatics: Methods, Tools, and Applications | Dec 25, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 |
| Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator | Dec 13, 2022 | AutoMLFairness | CodeCode Available | 1 |
| MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition | Nov 28, 2022 | AttributeFace Recognition | CodeCode Available | 1 |
| Dark patterns in e-commerce: a dataset and its baseline evaluations | Nov 12, 2022 | Fairness | CodeCode Available | 1 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models | Nov 5, 2022 | Fairness | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain | Nov 1, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework | Oct 29, 2022 | DiversityFairness | CodeCode Available | 1 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| MABEL: Attenuating Gender Bias using Textual Entailment Data | Oct 26, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Item-based Variational Auto-encoder for Fair Music Recommendation | Oct 24, 2022 | DiversityFairness | CodeCode Available | 1 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition | Oct 18, 2022 | Face IdentificationFace Recognition | CodeCode Available | 1 |
| Prompting GPT-3 To Be Reliable | Oct 17, 2022 | FairnessLanguage Modelling | CodeCode Available | 1 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
