| Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks | Apr 25, 2024 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| mlr3summary: Concise and interpretable summaries for machine learning models | Apr 25, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| Global Concept Explanations for Graphs by Contrastive Learning | Apr 25, 2024 | Contrastive LearningFairness | CodeCode Available | 1 |
| Conditional Fairness for Generative AIs | Apr 25, 2024 | Fairness | CodeCode Available | 0 |
| Joint operation of a fast-charging EV hub with a stand-alone independent battery storage system under fairness considerations | Apr 24, 2024 | Fairness | —Unverified | 0 |
| FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication | Apr 24, 2024 | Fairness | —Unverified | 0 |
| SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data | Apr 24, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure | Apr 23, 2024 | Fairness | CodeCode Available | 0 |
| Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments | Apr 23, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Identifying Fairness Issues in Automatically Generated Testing Content | Apr 23, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| Machine Learning Techniques with Fairness for Prediction of Completion of Drug and Alcohol Rehabilitation | Apr 23, 2024 | FairnessImputation | —Unverified | 0 |
| Fairness Incentives in Response to Unfair Dynamic Pricing | Apr 22, 2024 | FairnessReinforcement Learning (RL) | —Unverified | 0 |
| Fair Concurrent Training of Multiple Models in Federated Learning | Apr 22, 2024 | FairnessFederated Learning | —Unverified | 0 |
| Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds | Apr 22, 2024 | Fairness | CodeCode Available | 1 |
| Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks | Apr 21, 2024 | FairnessSynthetic Data Generation | —Unverified | 0 |
| Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation | Apr 21, 2024 | AttributeFairness | —Unverified | 0 |
| Security and Privacy Product Inclusion | Apr 20, 2024 | Fairness | —Unverified | 0 |
| Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning | Apr 19, 2024 | Data AugmentationFairness | —Unverified | 0 |
| Explainable AI for Fair Sepsis Mortality Predictive Model | Apr 19, 2024 | Decision MakingFairness | —Unverified | 0 |
| Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications | Apr 18, 2024 | counterfactualFairness | —Unverified | 0 |
| The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action | Apr 18, 2024 | Decision MakingFairness | —Unverified | 0 |
| How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective | Apr 18, 2024 | FairnessRecommendation Systems | —Unverified | 0 |
| Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams | Apr 18, 2024 | Decision MakingFairness | —Unverified | 0 |
| Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted Trees | Apr 18, 2024 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era | Apr 17, 2024 | FairnessInformation Retrieval | CodeCode Available | 2 |
