234 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of TokyoJP30 papers
- Hirosaki UniversityJP28 papers
- Institute of High Energy PhysicsCN28 papers
- Kanagawa UniversityJP28 papers
- Konan UniversityJP28 papers
- Shandong UniversityCN28 papers
- Southwest Jiaotong UniversityCN28 papers
- Tibet UniversityCN28 papers
- Utsunomiya UniversityJP28 papers
- Yokohama National UniversityJP28 papers
- Chinese Academy of SciencesCN26 papers
- National Institute of InformaticsJP26 papers
6 papers · 1 filter
Implementation of a modified Nesterov's Accelerated quasi-Newton Method on Tensorflow
S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya +1
Recent studies incorporate Nesterov's accelerated gradient method for the acceleration of gradient based training. The Nesterov's Accelerated Quasi-Newton (NAQ) method has shown to…
A Stochastic Variance Reduced Nesterov's Accelerated Quasi-Newton Method
Sota Yasuda, Shahrzad Mahboubi, S. Indrapriyadarsini +2
Recently algorithms incorporating second order curvature information have become popular in training neural networks. The Nesterov's Accelerated Quasi-Newton (NAQ) method has shown…
A Stochastic Quasi-Newton Method with Nesterov's Accelerated Gradient
S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya +1
Incorporating second order curvature information in gradient based methods have shown to improve convergence drastically despite its computational intensity. In this paper, we prop…
An Adaptive Stochastic Nesterov Accelerated Quasi Newton Method for Training RNNs
S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya +1
A common problem in training neural networks is the vanishing and/or exploding gradient problem which is more prominently seen in training of Recurrent Neural Networks (RNNs). Thus…
First Detection of Photons with Energy Beyond 100 TeV from an Astrophysical Source
M. Amenomori, Y. W. Bao, X. J. Bi +88
We report on the highest energy photons from the Crab Nebula observed by the Tibet air shower array with the underground water-Cherenkov-type muon detector array. Based on the crit…
Pebble Exchange Group of Graphs
Tatsuoki Kato, Tomoki Nakamigawa, Tadashi Sakuma
A graph puzzle of a graph is defined as follows. A configuration of is a bijection from the set of vertices of a board graph to the set of vertice…