Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking


Feb 16, 2023
Zichong Wang, Yang Zhou, Meikang Qiu, Israat Haque, Laura Brown, Yi He, Jianwu Wang, David Lo, Wenbin Zhang

Add code


   Access Paper or Ask Questions

Preventing Discriminatory Decision-making in Evolving Data Streams


Feb 16, 2023
Zichong Wang, Nripsuta Saxena, Tongjia Yu, Sneha Karki, Tyler Zetty, Israat Haque, Shan Zhou, Dukka Kc, Ian Stockwell, Albert Bifet, Wenbin Zhang

Add code


   Access Paper or Ask Questions

Individual Fairness Guarantee in Learning with Censorship


Feb 16, 2023
Wenbin Zhang, Juyong Kim, Zichong Wang, Pradeep Ravikumar, Jeremy Weiss

Add code


   Access Paper or Ask Questions

Fair Decision-making Under Uncertainty


Jan 29, 2023
Wenbin Zhang, Jeremy C. Weiss

Add code

* Accepted to ICDM 2021 

   Access Paper or Ask Questions

Attention Mechanism based Cognition-level Scene Understanding


Apr 19, 2022
Xuejiao Tang, Tai Le Quy, Eirini Ntoutsi, Kea Turner, Vasile Palade, Israat Haque, Peng Xu, Chris Brown, Wenbin Zhang

Add code

* arXiv admin note: text overlap with arXiv:2108.02924, arXiv:2107.01671 

   Access Paper or Ask Questions

Longitudinal Fairness with Censorship


Mar 31, 2022
Wenbin Zhang, Jeremy C. Weiss

Add code

* Accepted to AAAI 2022 

   Access Paper or Ask Questions

Fairness Amidst Non-IID Graph Data: A Literature Review


Feb 16, 2022
Wenbin Zhang, Jeremy C. Weiss, Shuigeng Zhou, Toby Walsh

Add code


   Access Paper or Ask Questions

Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence


Feb 03, 2022
Thomas Guyet, Wenbin Zhang, Albert Bifet

Add code


   Access Paper or Ask Questions

A Generic Knowledge Based Medical Diagnosis Expert System


Oct 26, 2021
Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang

Add code


   Access Paper or Ask Questions

1
2
3
>>