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Other Methods and Summary

Other Methods and Summary

Learn about other methods not covered in this course.

In this section, we have discussed representatives of each mitigation method. However, the entire landscape is broader than these approaches! There are numerous algorithms available in different packages. Let’s briefly discuss some of them:

Preprocessing

  • Learning Fair Representations (LFR): This method aims to encode original features into a latent space that retains essential information ...