John W. Fisher

Probabilistic variational bounds for graphical models

2015 · neural information processing systems

Variational algorithms such as tree-reweighted belief propagation can provide deterministic bounds on the partition function, but are often loose and difficult to use in an fashion, expending more computation for tighter bounds. On the other …