New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Bias data across sites: does it affect FOLTR? #9

Open

guidozuc opened this issue Sep 28, 2020 · 0 comments

Assignees

Member

guidozuc commented Sep 28, 2020 •

edited

Loading

An implicit assumption of FOLTR is that the data is uniformly distributed across sites. What happens if thee data is split in a bias way instead?

Think at this first from a theoretical perspective: will there be a difference? It may be that there is no impact because each site is not weighted differently. But what if the site with the bias data has 10 times less feedback than the other sites?
If theoretically this can be a problem, we want then to doo experiments

guidozuc assigned ArvinZhuang and Karlywang

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment