"fairness" Awesome Lists
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml
3,757 stars
599 forks
1,345 projects
Last updated: 08 Apr 2025
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
adversarial-machine-learning ai-alignment backdoor causality deep-learning fairness gradient-leakage green-ai hallucinations interpretable-deep-learning
364 stars
35 forks
139 projects
Last updated: 12 Apr 2025
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
ai bias deep-learning fairness gender-bias interpretability machine-learning xai
319 stars
65 forks
78 projects
Last updated: 09 Apr 2025
Awesome-Fair-Graph-Learning
Paper List for Fair Graph Learning (FairGL).
fairness graph-learning graph-neural-networks
136 stars
14 forks
103 projects
Last updated: 31 Mar 2025
awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
artificial-intelligence deep-learning distribution-shift domain-adaptation domain-generalization fairness generalization graph machine-learning neural-network
114 stars
9 forks
204 projects
Last updated: 05 Apr 2025
awesome-ml-fairness
Papers and online resources related to machine learning fairness
awesome fairness fairness-ai fairness-ml human-ai-interaction machine-learning papers research-paper trustworthy-machine-learning
71 stars
6 forks
236 projects
Last updated: 11 Apr 2025
apprenticeship
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
awesome blockchain fairness federated-learning machine-unlearning paper privacy recommender-systems
32 stars
2 forks
189 projects
Last updated: 16 Feb 2025
Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
awesome-list bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ai fairness-ml
29 stars
0 forks
906 projects
Last updated: 16 Dec 2024
awesome-distribution-shift
A curated list of Distribution Shift papers/articles and recent advancements.
bias-detection concept-shift covariate-shift data data-shift distribution-shift fairness fairness-ml label-shift machine-learning
15 stars
1 forks
269 projects
Last updated: 18 Dec 2024