A Universal Training Algorithm for Quantum Deep Learning

IQC PhD student Guillaume Verdon presents algorithms for quantum deep learning. Read more in the paper "A Universal Training Algorithm for Quantum Deep Learning," available online: arxiv.org/abs/....

[@quill444]

Who would like to hire this gentleman: besides EVERYONE! Brilliant Presentation on The Future of Computer Learning. Hope that I live long enough to see at least some of this implemented. Well done, sir.

[@snehalraj6898]

Awesome work! Thanks for uploading this

[@GuillaumeVerdonA]

Here are the slides for my talk, much easier on the eyes: www.dropbox.com/s/xnur0uapwn9rfpj/Baqprop_pres_v5.pdf?dl=0

[@tigeruby]

so... I want to say that I'm not a huge fan of the new video format. I understand that affiliation and name are important but I don't think they should take up 50% of the screen area, for the entire duration of the video. There are better ways of displaying all of this information, for the entire duration within the video - OR just put it in the youtube description. This only really just makes the slides difficult to view especially in smaller mobile screens. And speaking of ease/difficulty of viewing things... the colors used in the slide are just so chromatically close that they're visually antagonistic. What I'm saying is it's hard to read borderless white and yellow lines off of pastel cream orange/yolk yellow. (or is it because the slides are a video feed off of the projector screen? Either way it's very hard to read).

[@GuillaumeVerdonA]

Believe or not the background is supposed to be black. I think they filmed the projector instead of recording the feed directly (probably due to some technical issues). Here are the slides, might be easier on the eyes: www.dropbox.com/s/xnur0uapwn9rfpj/Baqprop_pres_v5.pdf?dl=0

[@tigeruby]

@@GuillaumeVerdonA wow hey thanks! I had a suspicion about that (which was 'confirmed' when I watched the other upload of Steven Heidel's talk - bc that definitely seemed like the fading one would get from filming the projector screen as opposed to a deliberate color choice). Your talk was great too! It would be interesting to see how something like this would perform in an all-quantum or hybrid classical/quantum DNN for say a benchmark like CIFAR-10.

[@GuillaumeVerdonA]

@@tigeruby on it 😉

[@leonardomanuelrocha]

@@GuillaumeVerdonA Amazing work!!!