| Intra-Processing Methods for Debiasing Neural Networks | Jun 15, 2020 | Face RecognitionFairness | CodeCode Available | 1 |
| On Disentangled Representations Learned From Correlated Data | Jun 14, 2020 | DisentanglementFairness | CodeCode Available | 1 |
| Controlling Fairness and Bias in Dynamic Learning-to-Rank | May 29, 2020 | ArticlesFairness | CodeCode Available | 1 |
| Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning | May 14, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks | May 8, 2020 | ClusteringFairness | CodeCode Available | 1 |
| In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction | May 8, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences | May 2, 2020 | FairnessGesture Recognition | CodeCode Available | 1 |
| Genetic programming approaches to learning fair classifiers | Apr 28, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection | Apr 16, 2020 | FairnessMulti-class Classification | 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 |
| Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition | Apr 2, 2020 | Face RecognitionFairness | CodeCode Available | 1 |
| Learning Unbiased Representations via Mutual Information Backpropagation | Mar 13, 2020 | Fairness | CodeCode Available | 1 |
| Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings | Mar 11, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| Exactly Computing the Local Lipschitz Constant of ReLU Networks | Mar 2, 2020 | Fairness | CodeCode Available | 1 |
| FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms | Feb 25, 2020 | FairnessVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Learning Certified Individually Fair Representations | Feb 24, 2020 | FairnessRepresentation Learning | CodeCode Available | 1 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| FR-Train: A Mutual Information-Based Approach to Fair and Robust Training | Feb 24, 2020 | Data PoisoningFairness | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| Weakly-Supervised Disentanglement Without Compromises | Feb 7, 2020 | DisentanglementFairness | CodeCode Available | 1 |
| Deontological Ethics By Monotonicity Shape Constraints | Jan 31, 2020 | EthicsFairness | CodeCode Available | 1 |
| Teaching Software Engineering for AI-Enabled Systems | Jan 18, 2020 | EthicsFairness | CodeCode Available | 1 |
| RobBERT: a Dutch RoBERTa-based Language Model | Jan 17, 2020 | FairnessLanguage Modeling | CodeCode Available | 1 |
