8 citations · 8 across the 3 of their papers we have counts for
3 papers
An Algorithm for Computing the Stratonovich's Value of Information
Akira Kamatsuka, Takahiro Yoshida, Koki Kazama +1
We propose an algorithm for computing Stratonovich's value of information (VoI) that can be regarded as an analogue of the distortion-rate function. We construct an alternating opt…
A Generalization of the Stratonovich's Value of Information and Application to Privacy-Utility Trade-off
Akira Kamatsuka, Takahiro Yoshida, Toshiyasu Matsushima
The Stratonovich's value of information (VoI) is quantity that measure how much inferential gain is obtained from a perturbed sample under information leakage constraint. In this p…
Distributed Stochastic Gradient Descent Using LDGM Codes
Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi +1
We consider a distributed learning problem in which the computation is carried out on a system consisting of a master node and multiple worker nodes. In such systems, the existence…