awslabs / aws-cv-unique-informationLinks
We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantities for linearized neural networks.
☆11Updated 4 years ago
Alternatives and similar repositories for aws-cv-unique-information
Users that are interested in aws-cv-unique-information are comparing it to the libraries listed below
Sorting:
- Coresets via Bilevel Optimization☆68Updated 5 years ago
- ☆12Updated 2 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Updated 4 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Updated 4 years ago
- ☆37Updated 4 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Updated 5 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"