| A novel approach for Fair Principal Component Analysis based on eigendecomposition | Aug 24, 2022 | Dimensionality ReductionFairness | CodeCode Available | 0 | 5 |
| BSL: Understanding and Improving Softmax Loss for Recommendation | Dec 20, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 | 5 |
| Exacerbating Algorithmic Bias through Fairness Attacks | Dec 16, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks | Oct 10, 2024 | FairnessImage Captioning | CodeCode Available | 0 | 5 |
| FedStaleWeight: Buffered Asynchronous Federated Learning with Fair Aggregation via Staleness Reweighting | Jun 5, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources | Nov 8, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection | Nov 30, 2023 | Fairnessfeature selection | CodeCode Available | 0 | 5 |
| Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness Metric | Nov 21, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| AequeVox: Automated Fairness Testing of Speech Recognition Systems | Oct 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems | Dec 2, 2018 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges | Oct 20, 2024 | FairnessPrediction | CodeCode Available | 0 | 5 |
| Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations | Sep 9, 2023 | counterfactualFairness | CodeCode Available | 0 | 5 |
| FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation | Apr 8, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Calibrate to Interpret | Jul 7, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers | Jul 7, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
