realityengines / post_hoc_debiasing
☆17Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for post_hoc_debiasing
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆31Updated 3 years ago
- ☆22Updated last year
- 😇A curated list of links and resources for Fair ML and Data Ethics☆18Updated 2 years ago
- ☆25Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- EMNLP Findings 2020: Reevaluating Adversarial Examples in Natural Language☆7Updated 3 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆22Updated 2 years ago
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Updated last year
- ☆17Updated 2 years ago
- ☆35Updated last year
- Concealed Data Poisoning Attacks on NLP Models☆21Updated last year
- Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"☆27Updated 3 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆35Updated 2 years ago
- Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP)☆26Updated 3 years ago
- ☆12Updated 5 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Updated last year
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆30Updated 5 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆53Updated last year
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆25Updated 2 years ago
- ☆16Updated 2 years ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆30Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆36Updated 3 weeks ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Updated 4 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30Updated 6 months ago
- Ludwig benchmark☆19Updated 2 years ago
- An easy way to start a python programming environment using GitHub Codespaces.☆15Updated 4 years ago
- ☆21Updated last year
- ☆37Updated 3 years ago
- Notebooks for managing NeurIPS 2014 and analysing the NeurIPS experiment.☆11Updated 5 months ago
- Code for "Testing Robustness Against Unforeseen Adversaries"☆80Updated 3 months ago