Concepedia

Takuya Akiba

TA

25

Publications

8.5K

Citations

21

H-Index

2012

Active since

Affiliations

The University of Tokyo(Current)

National Institute of Informatics

Preferred Networks (Japan)

Takuya Akiba is an author at The University of Tokyo specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceGraph TheoryNetwork ScienceNetwork AnalysisCombinatorial OptimizationSocial Network AnalysisBusinessGraph Processing

Publications per year

2012–2022

25

Publications

25

Optuna

Takuya Akiba, Shotaro Sano, Toshihiko Yanase et al. · 2019 · 6.4K citations

Hyperparameter Estimation, New Design, Engineering +15

Fast exact shortest-path distance queries on large networks by pruned landmark labeling

Takuya Akiba, Yoichi Iwata, Yuichi Yoshida · 2013 · 370 citations

Engineering, Network Analysis, Graph Database +20

Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes

Takuya Akiba, Shuji Suzuki, Keisuke Fukuda · arXiv (Cornell University) · 2017 · 281 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Shakedrop Regularization for Deep Residual Learning

Yoshihiro Yamada, Masakazu Iwamura, Takuya Akiba et al. · IEEE Access · 2019 · 181 citations · Full text

Data Augmentation, Deep Neural Networks, Machine Vision +14

Fast and Accurate Influence Maximization on Large Networks with Pruned Monte-Carlo Simulations

Naoto Ohsaka, Takuya Akiba, Yuichi Yoshida et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 176 citations · Full text

Engineering, Accurate Influence Maximization, Influence Maximization +21

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