dmadras / predict-responsiblyLinks
☆14Updated last year
Alternatives and similar repositories for predict-responsibly
Users that are interested in predict-responsibly are comparing it to the libraries listed below
Sorting:
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆42Updated 3 years ago
- An Empirical Study of Invariant Risk Minimization☆27Updated 4 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- ☆35Updated last year
- ☆63Updated 4 years ago
- Code/figures in Right for the Right Reasons☆55Updated 4 years ago
- Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)☆13Updated 2 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆17Updated 6 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 4 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆41Updated last year
- ☆50Updated 2 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- Computing various norms/measures on over-parametrized neural networks☆49Updated 6 years ago
- ☆55Updated 4 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆36Updated 3 years ago
- ☆38Updated 4 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆89Updated 5 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Updated 2 years ago
- ☆45Updated 2 years ago
- Non-Parametric Calibration for Classification (AISTATS 2020)☆19Updated 3 years ago
- ☆44Updated 3 years ago
- ☆20Updated 5 years ago
- Regularized Learning under label shifts☆18Updated 6 years ago
- ☆62Updated 4 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
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- Tools for robustness evaluation in interpretability methods☆10Updated 4 years ago
- Geometric Certifications of Neural Nets☆42Updated 2 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Updated 6 years ago