Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
---|---|---|---|---|---|---|---|---|
2021 | On Statistical Bias In Active Learning: How and When to Fix It | Farquhar et al. | ICLR | - | Linear regression | weights AL , BNNs , None , Tra , Hard |
MNIST, FashionMNIST | |
2021 | Uncertainty-aware Active Learning for Optimal Bayesian Classifier | Zhao et al. | ICLR | code | Classification | Uncertainty , Bayesian Clasifier , None , Tra , Hard |
UCI User Knowledge dataset |