cwein3 / all-layer-margin-opt
AMO algorithm from the following paper: https://arxiv.org/abs/1910.04284.
☆8Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for all-layer-margin-opt
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Updated 5 years ago
- ☆55Updated 4 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆42Updated 2 years ago
- ☆33Updated 3 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Updated 3 years ago
- ☆57Updated last year
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- ☆21Updated last year
- Training vision models with full-batch gradient descent and regularization☆38Updated last year
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆40Updated last year
- Distributional and Outlier Robust Optimization (ICML 2021)☆27Updated 3 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Updated 4 years ago
- Pytorch implementation of regularization methods for deep networks obtained via kernel methods.☆22Updated 4 years ago
- ☆65Updated 4 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆39Updated 9 months ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆85Updated 4 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 2 years ago
- ☆34Updated 3 years ago
- Official adversarial mixup resynthesis repository☆35Updated 4 years ago
- A Pytorch implementation of the KWNG estimator☆14Updated 3 months ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆66Updated 5 months ago
- ☆61Updated 3 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 3 years ago
- Coresets via Bilevel Optimization☆65Updated 4 years ago
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆17Updated 5 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆42Updated last year
- ☆49Updated 3 years ago
- ☆32Updated 9 months ago
- ☆37Updated 3 years ago