Blog bias

Testing Face Recognition Algorithms on Algorithmic Bias
One of the most interesting research projects of ICT Institute was the thesis work by Jesse Tol. Jesse investigated whether face recognition algorithms do less well when used on people who wear headgear (scarfs, caps, hats). It is important that algorithms perform equally well when tested on headgear, since there are religious and cultural minorities…
Sieuwert van Otterloo
Algorithmic bias and how to avoid it in software projects
Many software projects use Artificial Intelligence algorithms to make important decisions. if these decisions are incorrect, this can have important consequences: people will be refused service or have to wait or take extra steps. Recent research has found that several AI algorithms used for face detection are biased. This ‘algorithmic bias’ or lack of ‘algorithmic…
Sieuwert van Otterloo