| Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters | Jan 29, 2024 | FairnessRetrieval | CodeCode Available | 0 |
| A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers | Jul 7, 2022 | Fairness | CodeCode Available | 0 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 |
| Sampling a Near Neighbor in High Dimensions -- Who is the Fairest of Them All? | Jan 26, 2021 | AllFairness | CodeCode Available | 0 |
| From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries | Dec 26, 2024 | FairnessLanguage Modeling | CodeCode Available | 0 |
| Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent | Oct 12, 2022 | Fairness | CodeCode Available | 0 |
| MEDFAIR: Benchmarking Fairness for Medical Imaging | Oct 4, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Efficient Algorithms For Fair Clustering with a New Fairness Notion | Sep 2, 2021 | AttributeClustering | CodeCode Available | 0 |
| Collapsed Language Models Promote Fairness | Oct 6, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 |
| DPER: Dynamic Programming for Exist-Random Stochastic SAT | May 19, 2022 | Bayesian InferenceFairness | CodeCode Available | 0 |
| MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging | Oct 9, 2024 | Age EstimationFairness | CodeCode Available | 0 |
| Variational Fair Clustering | Jun 19, 2019 | ClusteringFairness | CodeCode Available | 0 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 |
| TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided Concepts | Oct 7, 2022 | Fairness | CodeCode Available | 0 |
| From Soft Classifiers to Hard Decisions: How fair can we be? | Oct 3, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Balancing the Scales: Reinforcement Learning for Fair Classification | Jul 15, 2024 | ClassificationFairness | CodeCode Available | 0 |
| Balancing Fairness and Efficiency in Traffic Routing via Interpolated Traffic Assignment | Mar 31, 2021 | Fairness | CodeCode Available | 0 |
| Merit-based Fair Combinatorial Semi-Bandit with Unrestricted Feedback Delays | Jul 22, 2024 | Fairness | CodeCode Available | 0 |
| Positivity-free Policy Learning with Observational Data | Oct 10, 2023 | Fairness | CodeCode Available | 0 |
| Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation | Sep 20, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 |
| Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness | May 21, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks | May 27, 2024 | FairnessGraph Learning | CodeCode Available | 0 |
