| Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics | Nov 19, 2021 | Bayesian OptimizationFairness | —Unverified | 0 |
| Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions | Nov 18, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Fairness Testing of Deep Image Classification with Adequacy Metrics | Nov 17, 2021 | ClassificationFace Recognition | —Unverified | 0 |
| CONFAIR: Configurable and Interpretable Algorithmic Fairness | Nov 17, 2021 | Decision MakingFairness | —Unverified | 0 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Nov 16, 2021 | Attributecounterfactual | —Unverified | 0 |
| Fair NLP Models with Differentially Private Text Encoders | Nov 16, 2021 | Fairness | —Unverified | 0 |
| Legal Fairness Analysis via Treatment Effect Estimation | Nov 16, 2021 | Fairness | —Unverified | 0 |
| FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing | Nov 16, 2021 | Fairness | —Unverified | 0 |
| Your fairness may vary: Pretrained language model fairness in toxic text classification | Nov 16, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
