| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| Improving the Fairness of Chest X-ray Classifiers | Mar 23, 2022 | Fairness | CodeCode Available | 1 | 5 |
| Improving the Fairness of Deep Generative Models without Retraining | Dec 9, 2020 | AttributeDiversity | CodeCode Available | 1 | 5 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Can ChatGPT Assess Human Personalities? A General Evaluation Framework | Mar 1, 2023 | Answer GenerationFairness | CodeCode Available | 1 | 5 |
| Can Active Learning Preemptively Mitigate Fairness Issues? | Apr 14, 2021 | Active LearningFairness | CodeCode Available | 1 | 5 |
| Elucidate Gender Fairness in Singing Voice Transcription | Aug 5, 2023 | AttributeFairness | 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 |
| Item-based Variational Auto-encoder for Fair Music Recommendation | Oct 24, 2022 | DiversityFairness | CodeCode Available | 1 | 5 |
| Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach | Jul 16, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 | 5 |
| "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters | Oct 13, 2023 | BenchmarkingFairness | 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 |
| Dynamic Slimmable Network | Mar 24, 2021 | FairnessModel Compression | CodeCode Available | 1 | 5 |
| CaPC Learning: Confidential and Private Collaborative Learning | Feb 9, 2021 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning Fair Classifiers with Partially Annotated Group Labels | Nov 29, 2021 | Fairness | CodeCode Available | 1 | 5 |
| Learning Fairness in Multi-Agent Systems | Oct 31, 2019 | FairnessHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Distributionally Generative Augmentation for Fair Facial Attribute Classification | Mar 11, 2024 | AttributeClassification | CodeCode Available | 1 | 5 |
| Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning | Dec 17, 2020 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Causal intersectionality for fair ranking | Jun 15, 2020 | Causal InferenceFairness | CodeCode Available | 1 | 5 |
| Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation | Jun 28, 2024 | ArticlesFairness | CodeCode Available | 1 | 5 |
| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| Learning Optimal Prescriptive Trees from Observational Data | Aug 31, 2021 | Fairness | CodeCode Available | 1 | 5 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud | Sep 7, 2021 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Certified Monotonic Neural Networks | Nov 20, 2020 | Fairness | 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 |
| Learning Unbiased Representations via Mutual Information Backpropagation | Mar 13, 2020 | Fairness | 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 |
| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 | 5 |
| Challenges in Automated Debiasing for Toxic Language Detection | Jan 29, 2021 | Fairnesstext-classification | CodeCode Available | 1 | 5 |
| CFA: Class-wise Calibrated Fair Adversarial Training | Mar 25, 2023 | Adversarial RobustnessFairness | CodeCode Available | 1 | 5 |
| Directional Bias Amplification | Feb 24, 2021 | Fairness | 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 |
| Rule Generation for Classification: Scalability, Interpretability, and Fairness | Apr 21, 2021 | ClassificationFairness | CodeCode Available | 1 | 5 |
| Demystifying Large Language Models for Medicine: A Primer | Oct 24, 2024 | FairnessPrompt Engineering | CodeCode Available | 1 | 5 |
| Fairness in Large Language Models in Three Hours | Aug 2, 2024 | Fairness | CodeCode Available | 1 | 5 |
| Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging | Feb 22, 2024 | Fairness | CodeCode Available | 1 | 5 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 | 5 |
| Deontological Ethics By Monotonicity Shape Constraints | Jan 31, 2020 | EthicsFairness | CodeCode Available | 1 | 5 |
| CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization | Mar 10, 2022 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 | 5 |
| Collaborative Fairness in Federated Learning | Aug 27, 2020 | Collaborative FairnessFairness | CodeCode Available | 1 | 5 |
| Disparate Impact in Differential Privacy from Gradient Misalignment | Jun 15, 2022 | Fairness | CodeCode Available | 1 | 5 |
| MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks | May 10, 2023 | Fairness | CodeCode Available | 1 | 5 |
| Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences | May 2, 2020 | FairnessGesture Recognition | CodeCode Available | 1 | 5 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness | May 3, 2021 | Fairness | CodeCode Available | 1 | 5 |
| Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes | Nov 29, 2021 | FairnessImage Classification | CodeCode Available | 1 | 5 |
