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cs.LG2020★ 1 cited
Unbiased Estimation Equation under -Separable Bregman Distortion Measures
Masahiro Kobayashi, Kazuho Watanabe
We discuss unbiased estimation equations in a class of objective function using a monotonically increasing function and Bregman divergence. The choice of the function gives…
cs.LG2019★ 3 cited
Generalized Dirichlet-process-means for -separable distortion measures
Masahiro Kobayashi, Kazuho Watanabe
DP-means clustering was obtained as an extension of -means clustering. While it is implemented with a simple and efficient algorithm, it can estimate the number of clusters simu…