| MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining | Oct 15, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 |
| MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces | Sep 30, 2020 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Measuring and Mitigating Bias for Tabular Datasets with Multiple Protected Attributes | May 29, 2024 | AttributeFairness | CodeCode Available | 1 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 |
| MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition | Nov 28, 2022 | AttributeFace Recognition | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions | Apr 5, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | 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 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 |
| New Job, New Gender? Measuring the Social Bias in Image Generation Models | Jan 1, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection | Apr 16, 2020 | FairnessMulti-class Classification | CodeCode Available | 1 |
| On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections | Jan 1, 2021 | FairnessLink Prediction | CodeCode Available | 1 |
| On Tilted Losses in Machine Learning: Theory and Applications | Sep 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| OpenBias: Open-set Bias Detection in Text-to-Image Generative Models | Apr 11, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators | Jul 8, 2023 | FairnessInstruction Following | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics | Oct 9, 2023 | EthicsFairness | CodeCode Available | 1 |
| Pareto Optimality for Fairness-constrained Collaborative Filtering | Sep 17, 2021 | Collaborative FilteringFairness | CodeCode Available | 1 |
| Attack of the Tails: Yes, You Really Can Backdoor Federated Learning | Jul 9, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
