Statistics, Ludwig-Maximilians-University Munich
Artificial intelligence (AI) is already taking a lot of work off our hands.
But can we rely on AI? Major breakthroughs in AI research are based on machine learning using huge amounts of data – including data that the AI itself has generated or at least influenced. This data sometimes has complex dependency structures. In my PhD, I am trying to develop statistical guarantees for learning from such unequally generated data – with the goal of making AI more reliable and safer.