Large Margin Boltzmann Machines and Large Margin Sigmoid Belief Networks

Xu Miao, Rajesh P. N. Rao

Current statistical models for structured prediction make simplifying assumptions about the underlying output graph structure, such as assuming a low-order Markov chain, because ex…