baharanm / craig
Data-efficient Training of Machine Learning Models
☆63Updated 4 years ago
Alternatives and similar repositories for craig:
Users that are interested in craig are comparing it to the libraries listed below
- ☆50Updated 2 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆31Updated 4 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 4 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆59Updated last year
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆56Updated 2 years ago
- Awesome coreset/core-set/subset/sample selection works.☆174Updated 10 months ago
- Coresets via Bilevel Optimization☆65Updated 4 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆71Updated 11 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- ☆22Updated 5 years ago
- Implementation of the paper "Shapley Explanation Networks"☆88Updated 4 years ago
- Regularized Learning under label shifts☆18Updated 6 years ago
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆41Updated 2 years ago
- ☆58Updated 2 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30Updated last year
- ☆23Updated 2 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.☆28Updated 11 months ago
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆68Updated 3 years ago
- Code for "Supermasks in Superposition"☆123Updated last year
- NTK reading group☆88Updated 5 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- Reusable BatchBALD implementation☆79Updated last year
- ☆38Updated 6 months ago
- ☆55Updated 4 years ago
- A benchmark for distribution shift in tabular data☆52Updated 11 months ago
- A Closer Look at Accuracy vs. Robustness☆88Updated 3 years ago
- ☆107Updated last year