18. The non-transitory computer readable storage medium of claim 12 , further comprising determining a second higher-order transform, wherein each attribute i partitions a n-dimensional boolean space X={0,1} n into two subspaces: X 1 (i)={x:x i =1, xεX} and X 0 (i)=XX 1 (i), wherein in each of subspaces X 1 (i) and X 0 (i), attribute i is represented as a probabilistic function of all attributes, this probabilistic function being defined over a space of higher-order links, and a second function unifies representations across subspaces X 1 (i) and X 0 (i), and produces a final transformation.
18. The non-transitory computer readable storage medium of claim 12 , further comprising determining a second higher-order transform, wherein each attribute i partitions a n-dimensional boolean space X={0,1} n into two subspaces: X 1 (i)={x:x i =1, xεX} and X 0 (i)=XX 1 (i), wherein in each of subspaces X 1 (i) and X 0 (i), attribute i is represented as a probabilistic function of all attributes, this probabilistic function being defined over a space of higher-order links, and a second function unifies representations across subspaces X 1 (i) and X 0 (i), and produces a final transformation. 19. The non-transitory computer readable storage medium of claim 18 wherein the unifying function acts as a filter and prevents attributes that exhibit a same distribution in both subspaces X 1 (i) and X 0 (i) from influencing the transformation of attribute i.