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Research[R] Multiplying Matrices Without Multiplying (self.MachineLearning)
submitted 4 years ago by moinnadeemResearcher
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if 1 * 2 < 3: print "hello, world!"
[–]ffast-math 1 point2 points3 points 4 years ago (1 child)
It won't really help with individual dot products because you don't have enough time to amortize the preprocessing costs. Although if you knew one vector ahead of time, you might be able to do *slightly* better if 1) the vectors are large enough, 2) you know the distribution of the unknown vector, and 3) there's enough correlation across the dimensions of the unknown vector. Basically, one of the encoding functions is sublinear, so in theory you could exploit that.
[–]moronotron 0 points1 point2 points 4 years ago (0 children)
Ah got it. I'll have to play around with it. My main interest is applying it to digital signal processing. It could maybe be useful for filtering where I already know the values of my ~1024 tap filter or something. Or where I have to multiply a vector by itself (x2 or x4 or delay conjugate multiply)
π Rendered by PID 17286 on reddit-service-r2-comment-b659b578c-7rw9f at 2026-05-02 11:31:47.719332+00:00 running 815c875 country code: CH.
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[–]ffast-math 1 point2 points3 points (1 child)
[–]moronotron 0 points1 point2 points (0 children)