70 citations · 159 across the 9 of their papers we have counts for
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cs.LG2014★ 8 cited
Quantum Annealing for Variational Bayes Inference
Issei Sato, Kenichi Kurihara, Shu Tanaka +2
This paper presents studies on a deterministic annealing algorithm based on quantum annealing for variational Bayes (QAVB) inference, which can be seen as an extension of the simul…
cs.LG2012★ 16 cited
Rethinking Collapsed Variational Bayes Inference for LDA
Issei Sato, Hiroshi Nakagawa
We propose a novel interpretation of the collapsed variational Bayes inference with a zero-order Taylor expansion approximation, called CVB0 inference, for latent Dirichlet allocat…