4 ms·

One should also read this: https://www.quantamagazine.org/20151203-big-datas-mathematical-mysteries/ https://www.quantamagazine.org/20151203-big-datas-mathemati

• walterbell 11y ago
  A comment on that article references http://www.i-programmer.info/news/105-artificial-intelligence/9090-the-flaw-in-every-neural-network-just-got-a-little-worse.html http://www.i-programmer.info/news/105-artificial-intelligenc..., "Early in 2014 a paper "Intriguing properties of neural networks" by ...a team that includes authors from Google's deep learning research, showed that neural networks aren't quite like us - and perhaps we aren't quite like us, as well. What was found was that with a little optimization algorithm you could find examples of images that were very close to the original image that the network would misclassify. This was shocking ... some how complex classifiers such as neural networks create classification regions which are more complex, more folded perhaps, and this allows pockets of adversarial images to exist."