Elastic regularization in restricted Boltzmann machines: Dealing with $p\gg N$

Sai Zhang

Restricted Boltzmann machines (RBMs) are endowed with the universal power of modeling (binary) joint distributions. Meanwhile, as a result of their confining network structure, tra…