| FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing | Mar 14, 2022 | Fairness | CodeCode Available | 1 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 |
| Towards Equal Opportunity Fairness through Adversarial Learning | Mar 12, 2022 | Fairness | CodeCode Available | 1 |
| Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model | Mar 11, 2022 | FairnessTransfer Learning | —Unverified | 0 |
| Identifiability of Causal-based Fairness Notions: A State of the Art | Mar 11, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach | Mar 10, 2022 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Assessing Phenotype Definitions for Algorithmic Fairness | Mar 10, 2022 | Fairness | —Unverified | 0 |
| CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization | Mar 10, 2022 | FairnessFederated Learning | CodeCode Available | 1 |
| Evaluating Proposed Fairness Models for Face Recognition Algorithms | Mar 9, 2022 | Face RecognitionFairness | —Unverified | 0 |
| Downstream Fairness Caveats with Synthetic Healthcare Data | Mar 9, 2022 | FairnessGenerative Adversarial Network | —Unverified | 0 |
| Data Representativity for Machine Learning and AI Systems | Mar 9, 2022 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Renyi Fair Information Bottleneck for Image Classification | Mar 9, 2022 | ClassificationFairness | —Unverified | 0 |
| Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers | Mar 9, 2022 | Fairness | CodeCode Available | 1 |
| The Long Arc of Fairness: Formalisations and Ethical Discourse | Mar 8, 2022 | ARCDecision Making | —Unverified | 0 |
| Learning Resilient Radio Resource Management Policies with Graph Neural Networks | Mar 7, 2022 | FairnessGraph Neural Network | CodeCode Available | 1 |
| Switching in the Rain: Predictive Wireless x-haul Network Reconfiguration | Mar 7, 2022 | Fairness | —Unverified | 0 |
| Kubric: A scalable dataset generator | Mar 7, 2022 | FairnessNeRF | CodeCode Available | 4 |
| A Survey on Bias and Fairness in Natural Language Processing | Mar 6, 2022 | FairnessSurvey | —Unverified | 0 |
| Towards a Responsible AI Development Lifecycle: Lessons From Information Security | Mar 6, 2022 | Fairness | —Unverified | 0 |
| The Impact of Differential Privacy on Group Disparity Mitigation | Mar 5, 2022 | Fairness | CodeCode Available | 0 |
| FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis | Mar 4, 2022 | Fairnessimage-classification | —Unverified | 0 |
| Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models | Mar 3, 2022 | Fairness | —Unverified | 0 |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Low-Degree Multicalibration | Mar 2, 2022 | Fairness | —Unverified | 0 |
| Sampling Ex-Post Group-Fair Rankings | Mar 2, 2022 | Fairness | CodeCode Available | 0 |
