Manifold Dequantization for Sampling

We investigate dequantization as a method for matching distributions on manifolds.

Reproducing Results

Every directory in the examples folder contains a file called joblist.txt. Each line of this file corresponds to a different parameter configuration or comparison that we report in our paper. We use dSQ in order to run these jobs in a cluster environment.

Computational Environment

We use Singularity to manage our computational environment. The definition file for our Singularity container can be found in manifold-dequantization.def . To build the Singularity container itself, you may wish to use the Singularity remote builder:

singularity build --remote manifold-dequantization.sif manifold-dequantization.def

The path to manifold-dequantization.sif is assumed to be in the environment variable $SINGULARITY_CONTAINERS.