50 citations · 67 across the 2 of their papers we have counts for
2 papers
physics.data-an2009★ 17 cited
Variable Metric Stochastic Approximation Theory
Peter Sunehag, Jochen Trumpf, S. V. N. Vishwanathan +1
We provide a variable metric stochastic approximation theory. In doing so, we provide a convergence theory for a large class of online variable metric methods including the recentl…
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…