As AI becomes more and more present in our everyday lives, we rely on it to bring objective, unprejudiced, fair decisions, enhancing the ability of the human mind. But what is fairness? Could we define a single universal metric that quantifies this and apply it to all Machine Learning problems? In this presentation I will show some of the most common biases, how they can occur in our data or algorithms and how to counter them in order to obtain a better user experience for all AI beneficiaries.
- Ina Iovitoiu Data Scientist Lead Consultant at ThoughtWorks Romania