Figure 15: The architecture of a system where two RBF units with centers U' and U? ar
placed on top of the machine Gi, to produce distances d, and do.
Figure 18: Figure showing the direction of gradient of the negative log-likelihood loss in the
feasible region R in the space defined by the two energies Ec and E;.
Figure 20: A log domain factor graph for linear structured models, which include conditional
random fields, support vector Markov models, and maximum margin Markov networks.