| SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles | Apr 11, 2022 | FairnessPrivacy Preserving | —Unverified | 0 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 0 |
| Segmenting across places: The need for fair transfer learning with satellite imagery | Apr 9, 2022 | Domain AdaptationFairness | —Unverified | 0 |
| Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks | Apr 9, 2022 | AttributeFairness | CodeCode Available | 0 |
| Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems | Apr 7, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Reputation as insurance: how reputation moderates public backlash following a company's decision to profiteer | Apr 7, 2022 | Fairness | —Unverified | 0 |
| Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic | Apr 7, 2022 | Fairnessregression | —Unverified | 0 |
| A Deep Learning-Based Approach for Cell Outage Compensation in NOMA Networks | Apr 7, 2022 | FairnessManagement | —Unverified | 0 |
| Vertical Allocation-based Fair Exposure Amortizing in Ranking | Apr 6, 2022 | Exposure FairnessFairness | —Unverified | 0 |
| FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons | Apr 6, 2022 | Fairness | CodeCode Available | 1 |
| Marrying Fairness and Explainability in Supervised Learning | Apr 6, 2022 | AttributeDecision Making | —Unverified | 0 |
| Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness | Apr 6, 2022 | FairnessFault Diagnosis | —Unverified | 0 |
| Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions | Apr 5, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Models and Mechanisms for Spatial Data Fairness | Apr 4, 2022 | Decision MakingFairness | —Unverified | 0 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems | Apr 4, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Differentially Private Sampling from Rashomon Sets, and the Universality of Langevin Diffusion for Convex Optimization | Apr 4, 2022 | Fairness | —Unverified | 0 |
| A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems | Apr 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Adjusting for Bias with Procedural Data | Apr 3, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Optimizing generalized Gini indices for fairness in rankings | Apr 2, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| A Critical Re-evaluation of Neural Methods for Entity Alignment | Apr 1, 2022 | Entity AlignmentEntity Resolution | CodeCode Available | 1 |
| A Versatile Framework for Evaluating Ranked Lists in terms of Group Fairness and Relevance | Apr 1, 2022 | AttributeFairness | —Unverified | 0 |
| FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation | Apr 1, 2022 | AttributeFairness | —Unverified | 0 |
| Semi-FairVAE: Semi-supervised Fair Representation Learning with Adversarial Variational Autoencoder | Apr 1, 2022 | AttributeFairness | —Unverified | 0 |
| INSPIRE: Distributed Bayesian Optimization for ImproviNg SPatIal REuse in Dense WLANs | Mar 30, 2022 | Bayesian OptimizationFairness | —Unverified | 0 |
