| Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information | Sep 3, 2020 | AttributeFairness | CodeCode Available | 1 |
| Collaborative Fairness in Federated Learning | Aug 27, 2020 | Collaborative FairnessFairness | CodeCode Available | 1 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 |
| Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach | Aug 3, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| SOCRATES: Towards a Unified Platform for Neural Network Analysis | Jul 22, 2020 | Face RecognitionFairness | CodeCode Available | 1 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach | Jul 16, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Attack of the Tails: Yes, You Really Can Backdoor Federated Learning | Jul 9, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning | Jul 6, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Tilted Empirical Risk Minimization | Jul 2, 2020 | Fairness | CodeCode Available | 1 |
