154 citations · 717 across the 63 of their papers we have counts for
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cs.LG2014★ 3 cited
Collapsed Variational Bayes Inference of Infinite Relational Model
Katsuhiko Ishiguro, Issei Sato, Naonori Ueda
The Infinite Relational Model (IRM) is a probabilistic model for relational data clustering that partitions objects into clusters based on observed relationships. This paper presen…
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…