Verified the Newton's method works in three dimensions. I choose the four vertices of a tetrahedron as the given points. The Fermat point which makes the sum of the distances from the given point a minimum turned out to be mean of the given points.
I used Excel to create an anaglyph. You will need red-cyan glasses to view it properly.