| FairBatch: Batch Selection for Model Fairness | Dec 3, 2020 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 1 |
| Going Beyond Classification Accuracy Metrics in Model Compression | Dec 3, 2020 | ClassificationEdge-computing | CodeCode Available | 1 |
| Fair Attribute Classification through Latent Space De-biasing | Dec 2, 2020 | AttributeClassification | CodeCode Available | 1 |
| Certified Monotonic Neural Networks | Nov 20, 2020 | Fairness | CodeCode Available | 1 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP | Nov 19, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment | Nov 16, 2020 | Continual LearningFairness | CodeCode Available | 1 |
| Minimax Group Fairness: Algorithms and Experiments | Nov 5, 2020 | Fairness | CodeCode Available | 1 |
| Minimax Pareto Fairness: A Multi Objective Perspective | Nov 3, 2020 | ClassificationFairness | CodeCode Available | 1 |
| Versatile Verification of Tree Ensembles | Oct 26, 2020 | Fairness | CodeCode Available | 1 |
