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Published 20 hours ago • verified publisher icon GPflow

Improve numerical stability to make higher dimensional HypercubeGraph usable

Open vabor112 opened this issue 6 months ago • 0 comments

Feature request

Improve numerical stability to make higher dimensional HypercubeGraph usable

Motivation

Right now, HypercubeGraph will work reasonably well only for d < 100 (maybe even lower). If implemented correctly, we could make it work for d up to 10^6.

Proposal

The main idea is to multiply weights by per-level eigenfunction counts in the log space.

vabor112 avatar Aug 15 '24 21:08 vabor112