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Jun 19, 2018 at 17:32 comment added tupui Just wanted to say this answer is also perfect. I cannot accept 2 but gave a +1. Thx for the maths and details, it really helps.
Jun 15, 2018 at 0:07 history edited Ben CC BY-SA 4.0
Updated question to add new information about kernel
Jun 15, 2018 at 0:01 history edited Ben CC BY-SA 4.0
Updated question to add new information about kernel
Jun 14, 2018 at 13:01 comment added tupui Well, the explanation is just above: Gaussian Kernel with an inverted distance measure. That is all.
Jun 14, 2018 at 10:54 comment added Ben As I said in the answer, if you give full details of your kernel and explain how this is linked to your metric, I will try to make sense of this. With sporadic details spread across comments, I don't know what you're doing.
Jun 14, 2018 at 8:11 comment added tupui As I explained in the comments, I do not see how to "sample" from the Kernel in this context. Ok for exemple let say I have a Gaussian Kernel with the following metric: $\frac{1}{x_i - x}$ instead of $(x_i - x)$ and the multivariate distribution is totally unknown.
Jun 14, 2018 at 5:03 history answered Ben CC BY-SA 4.0