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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Zichong Wang

Zichong Wang
Alert button

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
Alert button

Figure 1 for Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
Figure 2 for Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
Figure 3 for Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
Figure 4 for Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

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
Alert button

Figure 1 for Preventing Discriminatory Decision-making in Evolving Data Streams
Figure 2 for Preventing Discriminatory Decision-making in Evolving Data Streams
Figure 3 for Preventing Discriminatory Decision-making in Evolving Data Streams
Figure 4 for Preventing Discriminatory Decision-making in Evolving Data Streams

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Individual Fairness Guarantee in Learning with Censorship


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

Add code
Alert button

Figure 1 for Individual Fairness Guarantee in Learning with Censorship
Figure 2 for Individual Fairness Guarantee in Learning with Censorship
Figure 3 for Individual Fairness Guarantee in Learning with Censorship
Figure 4 for Individual Fairness Guarantee in Learning with Censorship

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email