Fairness and Biases in ML and AI at the Analytics Summit 2022

On the 5th July 2022, I presented at “Fairness and Biases in ML and AI” workshop at the Analytics Summit 2022 conference. In this workshop I talked the importance of fairness and biases to then define what it means in the context of ML and AI algorithms. Then I covered the most common metric definitions of fairness and the way to quantify these definitions. The last part of the workshop covered ways to attack the discrimination of ML and AI models with an interactive example.

Below you will find the presentation

The Analytics Summit is a yearly event organised by the OR Society. You can find more about the OR Society in here

Cheers,

Eduardo

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s