28 citations · 94 across the 27 of their papers we have counts for
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stat.CO2010
A Bregman Extension of quasi-Newton updates I: An Information Geometrical framework
Takafumi Kanamori, Atsumi Ohara
We study quasi-Newton methods from the viewpoint of information geometry induced associated with Bregman divergences. Fletcher has studied a variational problem which derives the a…
stat.CO2010★ 3 cited
A Bregman Extension of quasi-Newton updates II: Convergence and Robustness Properties
Takafumi Kanamori, Atsumi Ohara
We propose an extension of quasi-Newton methods, and investigate the convergence and the robustness properties of the proposed update formulae for the approximate Hessian matrix. F…
stat.CO2010
Pooling Design and Bias Correction in DNA Library Screening
Takafumi Kanamori, Hiroaki Uehara, Masakazu Jimbo
We study the group test for DNA library screening based on probabilistic approach. Group test is a method of detecting a few positive items from among a large number of items, and…