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Mar 23, 2022 - Java
fairness-ml
Here are 185 public repositories matching this topic...
Codebase for "Fair-GAIN" for fair ML predictions.
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Mar 24, 2023 - Python
Quantum faireness verifying algorithm based on calculating Lipschitz constant, an implementaion of paper: https://arxiv.org/pdf/2207.11173.pdf💿
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Mar 3, 2024 - Jupyter Notebook
USENIX Security'23: Inductive Graph Unlearning
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Aug 11, 2024 - Jupyter Notebook
code for "Erasure of Unaligned Attributes from Neural Representations"
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Jul 4, 2023 - Python
This Repository is for Kaggle NLP Challenge
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Feb 10, 2021 - Jupyter Notebook
"AdaFair: Cumulative Fairness Adaptive Boosting" algorithm (CIKM 2019) and its extension to other parity-based fairness notions (@Kais2022); Repository maintained by Vasileios Iosifidis.
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Jul 8, 2022 - Python
Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)
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Jul 22, 2024 - Python
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Apr 27, 2021 - Jupyter Notebook
Examining the susceptibility of Fairness Measures to various scenarious of data imbalance
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Jan 21, 2023 - Jupyter Notebook
Model selection criterion to obtain machine learning models with both high fairness and high accuracy
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Jan 20, 2023 - Jupyter Notebook
[NAACL 2021] Code for "Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation"
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Jun 14, 2021 - Python
[TMLR 2024] Official implementation for "Understanding Fairness Surrogate Functions in Algorithmic Fairness"
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Apr 8, 2024 - Python
Mitigating bias for our model used to identify Glioblastoma Multiforme (tumors) using Xgboost.
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Jul 21, 2024 - Jupyter Notebook
Fairness-aware Data Mining
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Mar 19, 2019 - Python
Superhuman Fair Classification via Subdominance Minimization
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Jun 3, 2024 - Python
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
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May 4, 2024 - Jupyter Notebook
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Jun 29, 2024 - Python
Code for the definition and testing of three new fairness-aware algorithms: Fair Decision Tree, Fair Genetic Pruning, and Fair LightGBM (FDT, FGP, FLGBM), completed for my Master's thesis.
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Aug 11, 2024 - Python
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