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fairness-ml

Here are 179 public repositories matching this topic...

UIC-InDeXLab / RepresentationBias-ContinuousCoverage

sigmod machine-bias bias-detection fairness-ai data-equity fairness-ml representation-bias

Updated Mar 23, 2022
Java

umang-garg21 / Fair-MisGAIN

Codebase for "Fair-GAIN" for fair ML predictions.

imputation-algorithm fairness-ai fairness-ml

Updated Mar 24, 2023
Python

usamisaori / qLipschitz

Quantum faireness verifying algorithm based on calculating Lipschitz constant, an implementaion of paper: https://arxiv.org/pdf/2207.11173.pdf💿

python jupyter quantum qiskit fairness-ml quantum-computation lipschitz

Updated Mar 3, 2024
Jupyter Notebook

Happy2Git / GUIDE

USENIX Security'23: Inductive Graph Unlearning

privacy graph-algorithms graph-partitioning machine-unlearning fairness-ml fairness-graph-clustering grpah-unlearning

Updated Jun 14, 2023
Jupyter Notebook

jasonshaoshun / AMSAL

code for "Erasure of Unaligned Attributes from Neural Representations"

nlp privacy unsupervised-learning nlp-machine-learning fairness privacy-protection protected-attributes debiasing fairness-ml post-hoc-analysis debiasing-neural-networks

Updated Jul 4, 2023
Python

yogeshkumarpilli / Kaggle-NLP-Challenge

This Repository is for Kaggle NLP Challenge

transformers nlp-machine-learning fairness multiclass-classification fairness-ml tranfer-learning

Updated Feb 10, 2021
Jupyter Notebook

AIML-research / AdaFair

"AdaFair: Cumulative Fairness Adaptive Boosting" algorithm (CIKM 2019) and its extension to other parity-based fairness notions (@Kais2022); Repository maintained by Vasileios Iosifidis.

adaptive-learning boosting-algorithms fairness fairness-ml responsible-ai

Updated Jul 8, 2022
Python

VinAIResearch / robust-bayesian-recourse

Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)

machine-learning bayesian explainable-ai fairness-ml algorithmic-recourse distributionally-robust

Updated Jun 27, 2022
Python

YW81 / kamfadm

Fairness-aware Data Mining

fairness fairness-awareness-model fairness-ml

Updated Mar 19, 2019
Python

hansen7 / LearnFairMetric_Empirical

presented at NeurIPS 2019 HCML

Updated Aug 20, 2020
Python

omidMemari / superhumn-fairness

Superhuman Fair Classification via Subdominance Minimization

machine-learning classification imitation-learning fairness-ml

Updated May 17, 2024
Python

OmidGhadami95 / EfficientNetV2_CatVSDog

Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.

deep-learning binary keras binary-classification imbalanced-data catvsdog explainable-ai explainable-ml catvsdog-classifier gridsearch fairness-ai shap fairness-ml tensorflow2 efficientnet imbalanced-dataset efficientnetv2 efficientnetv2-b0

Updated May 4, 2024
Jupyter Notebook

rohitmujumdar / fairness-in-graph-embeddings

graph-machine-learning fairness-ml

Updated Apr 27, 2021
Jupyter Notebook

aksenyuk / analysis-of-fairness-measures

Examining the susceptibility of Fairness Measures to various scenarious of data imbalance

machine-learning fairness-ai fairness-ml

Updated Jan 21, 2023
Jupyter Notebook

PoppyCollis / accuracy_fairness_metric

Model selection criterion to obtain machine learning models with both high fairness and high accuracy

machine-learning hyperparameter-optimization fairness-ml

Updated Jan 20, 2023
Jupyter Notebook

chong-z / nlp-second-order-attack

[NAACL 2021] Code for "Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation"

natural-language-processing adversarial-attacks fairness-ml

Updated Jun 14, 2021
Python

yw101004244 / Understanding-Fairness-Surrogate-Functions

[TMLR 2024] Official implementation for "Understanding Fairness Surrogate Functions in Algorithmic Fairness"

machine-learning fairness-ml

Updated Apr 8, 2024
Python

smaityumich / individual-fairness-testing

gradient-flow fairness-testing fairness-ml

Updated Mar 22, 2021
Jupyter Notebook

dg1223 / xai-bias-fairness

A collection of notebooks to explore bias, fairness and explainability of machine learning models

bias explainable-artificial-intelligence explainable-ai explainable-ml fairness-ai explainability fairness-ml

Updated Feb 7, 2021
Jupyter Notebook

vcbsl-wsu / vcbsl-wsu.github.io

Visual Computing and Biometric Security Lab, Wichita State University

machine-learning ai computer-vision deep-learning biometrics deeplearning unsupervised-learning deepfakes fairness-ml ondeviceai

Updated Mar 17, 2022
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