Pinned Repositories
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Awesome-Fair-Graph-Learning
Paper Lists for Fair Graph Learning (FairGL).
Awesome-Scientific-Language-Models
A Curated List of Language Models in Scientific Domains
BlackBoxAuditing
Research code for auditing and exploring black box machine-learning models.
FATE
iDEA-iSAIL-Reading-Group
InfoFair
Implementations of 'InfoFair: Information-Theoretic Intersectional Fairness', IEEE Big Data 2022
InFoRM
InFoRM: Individual Fairness on Graph Mining
jiank2.github.io
RawlsGCN
Implementations of 'RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network', WWW'22
jiank2's Repositories
jiank2/InFoRM
InFoRM: Individual Fairness on Graph Mining
jiank2/RawlsGCN
Implementations of 'RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network', WWW'22
jiank2/FATE
jiank2/InfoFair
Implementations of 'InfoFair: Information-Theoretic Intersectional Fairness', IEEE Big Data 2022
jiank2/jiank2.github.io
jiank2/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
jiank2/Awesome-Fair-Graph-Learning
Paper Lists for Fair Graph Learning (FairGL).
jiank2/Awesome-Scientific-Language-Models
A Curated List of Language Models in Scientific Domains
jiank2/BlackBoxAuditing
Research code for auditing and exploring black box machine-learning models.
jiank2/iDEA-iSAIL-Reading-Group
jiank2/imbalanced-ensemble
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库