| Controlling Directions Orthogonal to a Classifier | Jan 27, 2022 | Domain AdaptationFairness | CodeCode Available | 1 | 5 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 | 5 |
| A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control | Mar 30, 2025 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Unified Post-Processing Framework for Group Fairness in Classification | May 7, 2024 | AttributeFairness | CodeCode Available | 1 | 5 |
| Cooperation and Fairness in Multi-Agent Reinforcement Learning | Oct 19, 2024 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| OxonFair: A Flexible Toolkit for Algorithmic Fairness | Jun 30, 2024 | ArticlesBinary Classification | CodeCode Available | 1 | 5 |
| Elucidate Gender Fairness in Singing Voice Transcription | Aug 5, 2023 | AttributeFairness | CodeCode Available | 1 | 5 |
| ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models | Jul 7, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 | 5 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 | 5 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 | 5 |
| ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark | Jan 9, 2025 | FairnessHallucination | CodeCode Available | 1 | 5 |
| Dynamic Slimmable Network | Mar 24, 2021 | FairnessModel Compression | CodeCode Available | 1 | 5 |
| PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning | Jun 6, 2021 | Deep LearningDiversity | CodeCode Available | 1 | 5 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 | 5 |
| Promoting Fairness through Hyperparameter Optimization | Mar 23, 2021 | FairnessFraud Detection | CodeCode Available | 1 | 5 |
| Pros and Cons of GAN Evaluation Measures: New Developments | Mar 17, 2021 | Fairness | CodeCode Available | 1 | 5 |
| Provably Fair Representations | Oct 12, 2017 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Efficiency 360: Efficient Vision Transformers | Feb 16, 2023 | Continual LearningFairness | CodeCode Available | 1 | 5 |
| Quality-Diversity Generative Sampling for Learning with Synthetic Data | Dec 22, 2023 | DiversityFairness | CodeCode Available | 1 | 5 |
| DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers | Sep 21, 2021 | FairnessModel Compression | CodeCode Available | 1 | 5 |
| Cohort Shapley value for algorithmic fairness | May 15, 2021 | AttributeFairness | CodeCode Available | 1 | 5 |
| Dark patterns in e-commerce: a dataset and its baseline evaluations | Nov 12, 2022 | Fairness | CodeCode Available | 1 | 5 |
| FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning | Feb 8, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| CrossWalk: Fairness-enhanced Node Representation Learning | May 6, 2021 | FairnessLink Prediction | CodeCode Available | 1 | 5 |
| Removing Biases from Molecular Representations via Information Maximization | Dec 1, 2023 | FairnessMolecular Property Prediction | CodeCode Available | 1 | 5 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 | 5 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 | 5 |
| Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds | Mar 22, 2023 | ClassificationFairness | CodeCode Available | 1 | 5 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision | Mar 15, 2023 | counterfactualFairness | CodeCode Available | 1 | 5 |
| Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines | Apr 23, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Adversarial Attacks on Fairness of Graph Neural Networks | Oct 20, 2023 | Fairness | CodeCode Available | 1 | 5 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 | 5 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| Data Optimization in Deep Learning: A Survey | Oct 25, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks | May 8, 2020 | ClusteringFairness | CodeCode Available | 1 | 5 |
| Enhancing SMT-based Weighted Model Integration by Structure Awareness | Feb 13, 2023 | Fairness | CodeCode Available | 1 | 5 |
| A Closer Look at the Intervention Procedure of Concept Bottleneck Models | Feb 28, 2023 | Fairness | CodeCode Available | 1 | 5 |
| Scalable Infomin Learning | Feb 21, 2023 | Domain AdaptationFairness | CodeCode Available | 1 | 5 |
| Fair Abstractive Summarization of Diverse Perspectives | Nov 14, 2023 | Abstractive Text SummarizationFairness | CodeCode Available | 1 | 5 |
| SD-QA: Spoken Dialectal Question Answering for the Real World | Sep 24, 2021 | FairnessQuestion Answering | CodeCode Available | 1 | 5 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes | Oct 1, 2024 | FairnessSurvival Analysis | CodeCode Available | 1 | 5 |
| Debiased Explainable Pairwise Ranking from Implicit Feedback | Jul 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 | 5 |
| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification | Jul 22, 2022 | AttributeFairness | CodeCode Available | 1 | 5 |
| DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks | Oct 25, 2021 | Fairness | CodeCode Available | 1 | 5 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions | Apr 5, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
