VectorInstitute / laftrLinks
Learning Adversarially Fair and Transferable Representations
☆55Updated 6 years ago
Alternatives and similar repositories for laftr
Users that are interested in laftr are comparing it to the libraries listed below
Sorting:
- Distributionally robust neural networks for group shifts☆273Updated 2 years ago
- PyTorch code to run synthetic experiments.☆424Updated 3 years ago
- ☆50Updated 2 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆338Updated last year
- ☆22Updated 6 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆89Updated 5 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- ☆63Updated 4 years ago
- ☆152Updated 5 years ago
- Implementation of Minimax Pareto Fairness framework☆21Updated 4 years ago
- ☆157Updated 3 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 5 years ago
- ☆37Updated 2 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆424Updated 2 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆61Updated 4 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆31Updated 5 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆142Updated 5 years ago
- Adversarially Robust Neural Network on MNIST.☆63Updated 3 years ago
- Provable adversarial robustness at ImageNet scale☆396Updated 6 years ago
- ☆22Updated 6 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆41Updated last year
- ☆59Updated 2 years ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆255Updated 4 years ago
- reference implementation for "explanations can be manipulated and geometry is to blame"☆36Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- ☆44Updated 3 years ago
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- Optimal Transport Dataset Distance☆168Updated 3 years ago