K-Means as a Radial Basis function Network: a Variational and Gradient-based Equivalence [R]
K Means is basically an RBF network I have been working on a formulation of K Means as a continuous optimization problem instead of a discrete algorithm. The idea is to replace hard assignments with soft responsibilities and define a smooth objective t…