| Fair Attribute Classification through Latent Space De-biasing | Dec 2, 2020 | AttributeClassification | CodeCode Available | 1 |
| Multimodal Review Generation with Privacy and Fairness Awareness | Dec 1, 2020 | FairnessReview Generation | CodeCode Available | 0 |
| FairFaceGAN: Fairness-aware Facial Image-to-Image Translation | Dec 1, 2020 | AttributeFairness | —Unverified | 0 |
| Fair Densities via Boosting the Sufficient Statistics of Exponential Families | Dec 1, 2020 | Fairness | CodeCode Available | 0 |
| Fair regression via plug-in estimator and recalibration with statistical guarantees | Dec 1, 2020 | Fairnessregression | —Unverified | 0 |
| Fair Multiple Decision Making Through Soft Interventions | Dec 1, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning | Dec 1, 2020 | FairnessRepresentation Learning | —Unverified | 0 |
| KFC: A Scalable Approximation Algorithm for k−center Fair Clustering | Dec 1, 2020 | ClusteringFairness | —Unverified | 0 |
| A Fair Classifier Using Kernel Density Estimation | Dec 1, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability | Dec 1, 2020 | ClassificationFairness | —Unverified | 0 |
| Approximate Heavily-Constrained Learning with Lagrange Multiplier Models | Dec 1, 2020 | Fairness | —Unverified | 0 |
| Fairness with Overlapping Groups; a Probabilistic Perspective | Dec 1, 2020 | ClassificationFairness | —Unverified | 0 |
| Towards Auditability for Fairness in Deep Learning | Nov 30, 2020 | Deep LearningFairness | —Unverified | 0 |
| Feedback Effects in Repeat-Use Criminal Risk Assessments | Nov 28, 2020 | Fairness | —Unverified | 0 |
| CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age | Nov 28, 2020 | ClusteringContrastive Learning | —Unverified | 0 |
| Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems | Nov 27, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy | Nov 26, 2020 | Fairness | —Unverified | 0 |
| Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder | Nov 24, 2020 | AttributeCausal Inference | —Unverified | 0 |
| A Novel NOMA Solution with RIS Partitioning | Nov 22, 2020 | Fairness | —Unverified | 0 |
| Fairness-guided SMT-based Rectification of Decision Trees and Random Forests | Nov 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Certified Monotonic Neural Networks | Nov 20, 2020 | Fairness | CodeCode Available | 1 |
| Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP | Nov 19, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset | Nov 17, 2020 | AttributeClassification | —Unverified | 0 |
| Stochastic Client Selection for Federated Learning with Volatile Clients | Nov 17, 2020 | FairnessFederated Learning | —Unverified | 0 |
