Einstein allegedly said "If you can't explain it simply, you don't understand it well enough." With the Deep Learning frameworks being so complicated that you need an A.I. professional in order to make sense of them, it really makes me wonder "how much of DL tech is really understood by those who create these frameworks?"
Albert Einstein Quotes
www.brainyquote.com "If you can't explain it simply, you don't understand it well enough." - Albert Einstein quotes from...
- 09/08/2017 #1Stuart HaglerAt the basic level of how models are set up and how the training process works, they do. However the more interesting level is how the model parameters selected by the training process work together to make particular applications work. This is less well understood but there has been research into how trained and working deep learning models actually process the data. One approach I've found interesting is the use of renormalization theory from physics. This approach shows trained learning models analyzing the data on a sequence of scales.Reply