| Analyzing the Effect of Sampling in GNNs on Individual Fairness | Sep 8, 2022 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Power of Explanations: Towards automatic debiasing in hate speech detection | Sep 7, 2022 | FairnessHate Speech Detection | CodeCode Available | 0 |
| Decoding Demographic un-fairness from Indian Names | Sep 7, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers | Sep 7, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Matching Consumer Fairness Objectives & Strategies for RecSys | Sep 6, 2022 | FairnessPosition | —Unverified | 0 |
| Exploiting Fairness to Enhance Sensitive Attributes Reconstruction | Sep 2, 2022 | Fairness | —Unverified | 0 |
| Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces | Sep 2, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness | Sep 2, 2022 | Fairness | —Unverified | 0 |
| An Introduction to Machine Unlearning | Sep 2, 2022 | FairnessMachine Unlearning | —Unverified | 0 |
| A Discussion of Discrimination and Fairness in Insurance Pricing | Sep 2, 2022 | Fairness | —Unverified | 0 |
| Gender bias Evaluation in Luganda-English Machine Translation | Sep 1, 2022 | Embeddings EvaluationFairness | —Unverified | 0 |
| Fair learning with Wasserstein barycenters for non-decomposable performance measures | Sep 1, 2022 | ClassificationFairness | —Unverified | 0 |
| Fair mapping | Sep 1, 2022 | AttributeFairness | —Unverified | 0 |
| Hidden Author Bias in Book Recommendation | Sep 1, 2022 | Collaborative FilteringFairness | CodeCode Available | 0 |
| RAGUEL: Recourse-Aware Group Unfairness Elimination | Aug 30, 2022 | Attributecounterfactual | —Unverified | 0 |
| CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions | Aug 29, 2022 | 16kFairness | CodeCode Available | 1 |
| Towards Explaining Demographic Bias through the Eyes of Face Recognition Models | Aug 29, 2022 | Decision MakingFace Recognition | CodeCode Available | 0 |
| Generalization In Multi-Objective Machine Learning | Aug 29, 2022 | FairnessGeneralization Bounds | —Unverified | 0 |
| On Biased Behavior of GANs for Face Verification | Aug 27, 2022 | AttributeFace Verification | CodeCode Available | 0 |
| LUCID: Exposing Algorithmic Bias through Inverse Design | Aug 26, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions | Aug 26, 2022 | Fairness | —Unverified | 0 |
| Sustaining Fairness via Incremental Learning | Aug 25, 2022 | FairnessIncremental Learning | CodeCode Available | 0 |
| Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes | Aug 24, 2022 | FairnessFault Detection | CodeCode Available | 0 |
| Enforcing Delayed-Impact Fairness Guarantees | Aug 24, 2022 | Fairness | —Unverified | 0 |
| Pushing the limits of fairness impossibility: Who's the fairest of them all? | Aug 24, 2022 | AllFairness | —Unverified | 0 |
