( , ) ( , ) This representation is defined through a (possibly stochastic) mapping between each value x X ∈ to each representative value c C ∈ .
formally, this mapping can be characterized by a conditional distribution p(c|x), inducing a soft partitioning of X values, each value of X _is associated with all the codebook elements (C values), with some normalized probability.