Autoencoders for a manifold learning problem with a Jacobian rank constraint

Rustem Takhanov, Y. Sultan Abylkairov, Maxat Tezekbayev

We formulate the manifold learning problem as the problem of finding an operator that maps any point to a close neighbor that lies on a ``hidden'' $k$-dimensional manifold. We call…