Viewing profile — atpaino

I like the analogy to de-noising autoencoders; that's a good way of thinking about this. > In the limit, you might even have a neural network generate increasingly harder types of …

Yep, it definitely has room to improve. The work thus far has primarily been a proof-of-concept for the methodology used to generate training samples (i.e. starting with grammatica…

Thanks for the links! I'll have to try out some of these. The data is definitely the limiting factor at this point.

Nice post. However, I was kind of surprised to see the author list interpretability as one of the drawbacks of random forests: > Another point that some might find a concern is tha…

Author here, feel free to ask me any questions.

It seems like this would be much more useful if the front and back of the card were OLED screens, or something similar, so that you could toggle the appearance of the card. I feel …

It's funny to see this on HN, because I currently have a copy of one of Dr. Poggio's papers in front of me. I've got to say, from what I've read so far I've gotten more excited by …

Actually, this may be very good news for Kurzweil. In his last book "How to Create a Mind", he lays out a theory centered around a "pattern-recognizer" unit that is repeated throug…

Biology may be very "unabstractable", but that doesn't mean we can't still learn enough about its high level behavior to create practical systems in its image. For example, it is u…

Pure speculation, but I have to wonder if Sinofsky's firing had something to do with him not agreeing with this decision. Seeing as a key selling point for the Surface over the iPa…