this post was submitted on 08 Jul 2024
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Science Memes

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[–] [email protected] 3 points 4 months ago

Also linear algebra and vector calculus

[–] [email protected] 3 points 4 months ago (4 children)

My biggest issue is that a lot of physical models for natural phenomena are being solved using deep learning, and I am not sure how that helps deepen understanding of the natural world. I am for DL solutions, but maybe the DL solutions would benefit from being explainable in some form. For example, it’s kinda old but I really like all the work around gradcam and its successors https://arxiv.org/abs/1610.02391

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[–] [email protected] 2 points 4 months ago (5 children)

I think saying machine learning is just statistics is a bit misleading. There’s not much statistics going on in deep learning. It’s mostly just “eh, this seems to work I dunno let’s keep doing it and see what happens”.

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[–] [email protected] 2 points 4 months ago

Moldy Monday!

[–] [email protected] 1 points 4 months ago
[–] [email protected] 1 points 4 months ago (8 children)

Well, lots of people blinded by hype here.. Obv it is not simply statistical machine, but imo it is something worse. Some approximation machinery that happen to work, but gobbles up energy in cost. Something only possible becauss we are not charging companies enough electricity costs, smh.

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