33 citations · 86 across the 22 of their papers we have counts for
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cs.AI2012
The computation of first order moments on junction trees
Milos B. Djuric, Velimir M. Ilic, Miomir S. Stankovic
We review some existing methods for the computation of first order moments on junction trees using Shafer-Shenoy algorithm. First, we consider the problem of first order moments co…
cs.AI2010
Gradient Computation In Linear-Chain Conditional Random Fields Using The Entropy Message Passing Algorithm
Velimir M. Ilic, Dejan I. Mancev, Branimir T. Todorovic +1
The paper proposes a numerically stable recursive algorithm for the exact computation of the linear-chain conditional random field gradient. It operates as a forward algorithm over…