VectorInstitute / laftrLinks
Learning Adversarially Fair and Transferable Representations
☆54Updated 6 years ago
Alternatives and similar repositories for laftr
Users that are interested in laftr are comparing it to the libraries listed below
Sorting:
- ☆22Updated 6 years ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- ☆50Updated 2 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆51Updated 3 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- ☆63Updated 4 years ago
- ☆22Updated 6 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 4 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).☆49Updated 3 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆42Updated 3 years ago
- Implementation of Minimax Pareto Fairness framework☆21Updated 4 years ago
- ☆44Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Updated 3 years ago
- Regularized Learning under label shifts☆18Updated 6 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Updated 2 years ago
- Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AA…☆75Updated 7 years ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago
- Learning Certified Individually Fair Representations☆24Updated 4 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆31Updated 4 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆56Updated 3 years ago
- ☆37Updated 2 years ago
- ☆55Updated 4 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆88Updated 5 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 2 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Updated 5 years ago
- ☆26Updated 7 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago