| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Resource-Efficient Federated Learning | Nov 1, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Improving Fairness via Federated Learning | Oct 29, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries | Oct 27, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks | Oct 25, 2021 | Fairness | CodeCode Available | 1 |
| MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining | Oct 15, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| SD-QA: Spoken Dialectal Question Answering for the Real World | Sep 24, 2021 | FairnessQuestion Answering | CodeCode Available | 1 |
| Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold | Sep 23, 2021 | Fairness | CodeCode Available | 1 |
