sumonbis / FairPreprocessingLinks
This repository contains the artifacts accompanied by the paper "Fair Preprocessing"
☆13Updated 3 years ago
Alternatives and similar repositories for FairPreprocessing
Users that are interested in FairPreprocessing are comparing it to the libraries listed below
Sorting:
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- ☆32Updated 3 years ago
- DeepCover: Uncover the truth behind AI☆32Updated last year
- A lightweight implementation of removal-based explanations for ML models.☆59Updated 3 years ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆86Updated 11 months ago
- Multi-Objective Counterfactuals☆41Updated 2 years ago
- ☆31Updated 4 years ago
- ☆44Updated 5 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆51Updated 3 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Updated 2 years ago
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Updated 2 years ago
- ☆124Updated 4 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆54Updated 6 years ago
- Code/figures in Right for the Right Reasons☆55Updated 4 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- Interview questions for Computer Science faculty jobs☆40Updated last year
- Supervised Local Modeling for Interpretability☆29Updated 6 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Updated 6 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networ…☆45Updated 2 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆38Updated 6 years ago
- Taxonomy of Real Faults in Deep Learning Systems☆16Updated 5 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆82Updated 2 years ago
- ☆20Updated 6 years ago
- ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…☆18Updated 3 years ago
- Certifying Geometric Robustness of Neural Networks☆16Updated 2 years ago
- VNN Neural Network Verification Competition 2021☆36Updated 3 years ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Updated 5 years ago
- Interpretation of Neural Network is Fragile☆36Updated last year