Non-linear Dimensionality Regularizer for Solving Inverse Problems

Ravi Garg, Anders Eriksson, Ian Reid

Consider an ill-posed inverse problem of estimating causal factors from observations, one of which is known to lie near some (un- known) low-dimensional, non-linear manifold expres…