Recurrent Exponential-Family Harmoniums without Backprop-Through-Time

Joseph G. Makin, Benjamin K. Dichter, Philip N. Sabes

Exponential-family harmoniums (EFHs), which extend restricted Boltzmann machines (RBMs) from Bernoulli random variables to other exponential families (Welling et al., 2005), are ge…