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Geoffrey Hinton: Dark Knowledge [video]
- robert_tweed 12y agoI wish people would properly edit videos like this before uploading them. The complete inaudibility of the host up to 3:14 is rather disconcerting. If you can't fix the sound, cut it! Here's a link to the point where Geoffrey takes over, which is audible, but you'll probably need to crank up your volume: https://www.youtube.com/watch?v=EK61htlw8hY&t=3m14s https://www.youtube.com/watch?v=EK61htlw8hY&t=3m14s Fortunately there doesn't seem to be any problem with background noise, but I can still barely hear it on my MBP with the volume at max. Headphones will most likely help.
- ynniv 12y agoAudio Hijack Pro is very helpful in these cases. Once you've hijacked the browser audio you can add effects to normalize levels (AudioUnit Effect/Apple/AUMultibandCompressor), remove buzzing (AUFilter), or fix poor balance (4FX Effect/Channel Tweaker or Monomizer).
- JabavuAdams 12y agoFantastic insights, as usual. Definitely worth putting up with the annoying audio.
- dhammack 12y agoFYI - Hinton is doing an AMA on r/machinelearning on Monday!
- gone35 12y agoHere are the slides he's using (I think): http://www.ttic.edu/dl/dark14.pdf http://www.ttic.edu/dl/dark14.pdf And here is Caruana's 2006 "Model Compression" paper he mentions: http://dl.acm.org/citation.cfm?id=1150464 http://dl.acm.org/citation.cfm?id=1150464 (Note the actual citation is Buciluǎ, Caruana, and Niculescu-Mizil 2006.)
- mturmon 12y agoThose are indeed the slides from the talk (or very close). Hinton gave this talk at Caltech last month. Very cool.