Reconstructing the energy landscape of a distribution from Monte Carlo samples
Reconstructing the energy landscape of a distribution from Monte Carlo samples
Defining the energy function as the negative logarithm of the density, we explore the energy landscape of a distribution via the tree of sublevel sets of its energy. This tree represents the hierarchy among the connected components of the sublevel sets. We propose ways to annotate the tree so that …