Takuya Akiba
Takuya Akiba
Preferred Networks, Inc.
Verified email at preferred.jp
Title
Cited by
Cited by
Year
Optuna: A next-generation hyperparameter optimization framework
T Akiba, S Sano, T Yanase, T Ohta, M Koyama
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
5152019
Fast exact shortest-path distance queries on large networks by pruned landmark labeling
T Akiba, Y Iwata, Y Yoshida
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
3322013
Extremely large minibatch sgd: Training resnet-50 on imagenet in 15 minutes
T Akiba, S Suzuki, K Fukuda
arXiv preprint arXiv:1711.04325, 2017
2402017
Adversarial attacks and defences competition
A Kurakin, I Goodfellow, S Bengio, Y Dong, F Liao, M Liang, T Pang, ...
The NIPS'17 Competition: Building Intelligent Systems, 195-231, 2018
1722018
Fast and accurate influence maximization on large networks with pruned monte-carlo simulations
N Ohsaka, T Akiba, Y Yoshida, K Kawarabayashi
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
1502014
Tumorinhibitory effect of a streptococcal preparation (NSC-B 1 16209)
Y Sakurai
Cancer Chemother Rep 56, 9-17, 1972
1481972
Shakedrop regularization for deep residual learning
Y Yamada, M Iwamura, T Akiba, K Kise
IEEE Access 7, 186126-186136, 2019
144*2019
Branch-and-reduce exponential/FPT algorithms in practice: A case study of vertex cover
T Akiba, Y Iwata
Theoretical Computer Science 609, 211-225, 2016
1102016
Branch-and-reduce exponential/FPT algorithms in practice: A case study of vertex cover
T Akiba, Y Iwata
Theoretical Computer Science 609, 211-225, 2016
1102016
Dynamic and historical shortest-path distance queries on large evolving networks by pruned landmark labeling
T Akiba, Y Iwata, Y Yoshida
Proceedings of the 23rd international conference on World wide web, 237-248, 2014
872014
Fast shortest-path distance queries on road networks by pruned highway labeling
T Akiba, Y Iwata, K Kawarabayashi, Y Kawata
2014 Proceedings of the sixteenth workshop on algorithm engineering and …, 2014
812014
Shortest-path queries for complex networks: exploiting low tree-width outside the core
T Akiba, C Sommer, K Kawarabayashi
Proceedings of the 15th International Conference on Extending Database …, 2012
802012
Chainer: A deep learning framework for accelerating the research cycle
S Tokui, R Okuta, T Akiba, Y Niitani, T Ogawa, S Saito, S Suzuki, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
782019
Dynamic influence analysis in evolving networks
N Ohsaka, T Akiba, Y Yoshida, K Kawarabayashi
Proceedings of the VLDB Endowment 9 (12), 1077-1088, 2016
662016
ChainerMN: Scalable distributed deep learning framework
T Akiba, K Fukuda, S Suzuki
arXiv preprint arXiv:1710.11351, 2017
652017
Fast and scalable reachability queries on graphs by pruned labeling with landmarks and paths
Y Yano, T Akiba, Y Iwata, Y Yoshida
Proceedings of the 22nd ACM international conference on Information …, 2013
642013
Computing personalized pagerank quickly by exploiting graph structures
T Maehara, T Akiba, Y Iwata, K Kawarabayashi
Proceedings of the VLDB Endowment 7 (12), 1023-1034, 2014
622014
Fully dynamic betweenness centrality maintenance on massive networks
T Hayashi, T Akiba, Y Yoshida
Proceedings of the VLDB Endowment 9 (2), 48-59, 2015
512015
Linear-time enumeration of maximal k-edge-connected subgraphs in large networks by random contraction
T Akiba, Y Iwata, Y Yoshida
Proceedings of the 22nd ACM international conference on Information …, 2013
472013
Variance-based gradient compression for efficient distributed deep learning
Y Tsuzuku, H Imachi, T Akiba
arXiv preprint arXiv:1802.06058, 2018
322018
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Articles 1–20