68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.stat-mech2011★ 5 cited
Counting solutions from finite samplings
Haiping Huang, Haijun Zhou
We formulate the solution counting problem within the framework of inverse Ising problem and use fast belief propagation equations to estimate the entropy whose value provides an e…
cond-mat.dis-nn2011★ 7 cited
Combined local search strategy for learning in networks of binary synapses
Haiping Huang, Haijun Zhou
Learning in networks of binary synapses is known to be an NP-complete problem. A combined stochastic local search strategy in the synaptic weight space is constructed to further im…
cond-mat.dis-nn2011★ 1 cited
State sampling dependence of the Hopfield network inference
Haiping Huang
The fully connected Hopfield network is inferred based on observed magnetizations and pairwise correlations. We present the system in the glassy phase with low temperature and high…