no code implementations • 1 Mar 2018 • Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma, Ichiro Takeuchi
A drawback of this naive approach is that the uncertainty in the missing entries is not properly incorporated in the prediction.
no code implementations • 15 Feb 2016 • Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi
The key property of SAG method is that, given an arbitrary approximate solution, it can provide a non-probabilistic assumption-free bound on the approximation quality under cryptographically secure computation framework.