| Deciding What's Fair: Challenges of Applying Reinforcement Learning in Online Marketplaces | Oct 12, 2021 | Fairnessreinforcement-learning | —Unverified | 0 |
| The Rich Get Richer: Disparate Impact of Semi-Supervised Learning | Oct 12, 2021 | FairnessPseudo Label | CodeCode Available | 0 |
| Zero-bias Deep Neural Network for Quickest RF Signal Surveillance | Oct 12, 2021 | FairnessIncremental Learning | —Unverified | 0 |
| Intriguing Properties of Input-dependent Randomized Smoothing | Oct 11, 2021 | Fairness | —Unverified | 0 |
| Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting | Oct 11, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Fair Regression under Sample Selection Bias | Oct 8, 2021 | AttributeFairness | —Unverified | 0 |
| Certifying Robustness to Programmable Data Bias in Decision Trees | Oct 8, 2021 | Fairness | —Unverified | 0 |
| Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks | Oct 8, 2021 | FairnessMulti-class Classification | —Unverified | 0 |
| Distributed Proximal Policy Optimization for Contention-Based Spectrum Access | Oct 7, 2021 | Fairness | —Unverified | 0 |
