22 citations · 148 across the 31 of their papers we have counts for
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cs.SI2016★ 2 cited
Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering
Shun Kataoka, Takuto Kobayashi, Muneki Yasuda +1
We propose a new algorithm to detect the community structure in a network that utilizes both the network structure and vertex attribute data. Suppose we have the network structure…
stat.ML2016
Effective Mean-Field Inference Method for Nonnegative Boltzmann Machines
Muneki Yasuda
Nonnegative Boltzmann machines (NNBMs) are recurrent probabilistic neural network models that can describe multi-modal nonnegative data. NNBMs form rectified Gaussian distributions…
cond-mat.dis-nn2016★ 2 cited
Perturbative Interpretation of Adaptive Thouless-Anderson-Palmer Free Energy
Muneki Yasuda, Chako Takahashi, Kazuyuki Tanaka
In conventional well-known derivation methods for the adaptive Thouless-Anderson-Palmer (TAP) free energy, special assumptions that are difficult to mathematically justify except i…