Variational Dual-Tree Framework for Large-Scale Transition Matrix Approximation

Saeed Amizadeh, Bo Thiesson, Milos Hauskrecht

In recent years, non-parametric methods utilizing random walks on graphs have been used to solve a wide range of machine learning problems, but in their simplest form they do not s…