Ethics & Privacy

3 talks from the 2023 edition.

Thou Shall Judge But With Fairness: Methods to Ensure an Unbiased Model ▶ Recording 📝 Transcript

Nandana Sreeraj

Is your model prejudicial? Is your model deviating from the predictions it ought to have made? Has your model misunderstood the concept? In the world of artificial intelligence and machine learning, the word...
What could possibly go wrong? - An incomplete guide on how to prevent, detect & mitigate biases in data products

Lea Petters

Within this talk, I want to look at the topic of data ethics with a practical lens and facilitate the discussion about how we can establish ethical data practices into our day to day work. I will shed some light on...
Workshop on Privilege and Ethics in Data

Tereza Iofciu, Paula Gonzalez Avalos

Data-driven products are becoming more and more ubiquitous. Humans build data-driven products. Humans are intrinsically biased. This bias goes into the data-driven products, confirming and amplifying the original...