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cs.LG2008★ 50 cited
Efficient Exact Inference in Planar Ising Models
Nicol N. Schraudolph, Dmitry Kamenetsky
We give polynomial-time algorithms for the exact computation of lowest-energy (ground) states, worst margin violators, log partition functions, and marginal edge probabilities in c…
cs.LG2008
Graph Kernels
S. V. N. Vishwanathan, Karsten M. Borgwardt, Imre Risi Kondor +1
We present a unified framework to study graph kernels, special cases of which include the random walk graph kernel \citep{GaeFlaWro03,BorOngSchVisetal05}, marginalized graph kernel…