Trust in ML models. Slides from TWiML & AI EMEA Meetup + iX Articles

Update: There is now a recording of the meetup up on YouTube.

Here you find my slides the TWiML & AI EMEA Meetup about Trust in ML models, where I presented the Anchors paper by Carlos Guestrin et al..

I have also just written two articles for the German IT magazin iX about the same topic of Explaining Black-Box Machine Learning Models:

• A short article in the iX 12/2018

• The full article in iX Developer Machine Learning

You can find the code for reproducing all plots in the blogposts here:

• Explaining Black-Box Machine Learning Models - Code Part 1: tabular data + caret + iml
• Explaining Black-Box Machine Learning Models - Code Part 2: Text classification with LIME
• Explaining Black-Box Machine Learning Models - Code Part 3: Keras image classification models with LIME