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Atsutoshi Kumagai
Atsutoshi Kumagai
Verified email at hco.ntt.co.jp
Title
Cited by
Cited by
Year
Transfer anomaly detection by inferring latent domain representations
A Kumagai, T Iwata, Y Fujiwara
Advances in neural information processing systems 32, 2019
262019
Transfer anomaly detection by inferring latent domain representations
A Kumagai, T Iwata, Y Fujiwara
Advances in neural information processing systems 32, 2019
262019
Unsupervised domain adaptation by matching distributions based on the maximum mean discrepancy via unilateral transformations
A Kumagai, T Iwata
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4106-4113, 2019
152019
Few-shot learning for time-series forecasting
T Iwata, A Kumagai
arXiv preprint arXiv:2009.14379, 2020
142020
Learning future classifiers without additional data
A Kumagai, T Iwata
Thirtieth AAAI Conference on Artificial Intelligence, 2016
132016
Zero-shot domain adaptation without domain semantic descriptors
A Kumagai, T Iwata
arXiv preprint arXiv:1807.02927, 2018
122018
Learning dynamics of decision boundaries without additional labeled data
A Kumagai, T Iwata
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
112018
Semi-supervised anomaly detection on attributed graphs
A Kumagai, T Iwata, Y Fujiwara
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
102021
Meta-learning from tasks with heterogeneous attribute spaces
T Iwata, A Kumagai
Advances in Neural Information Processing Systems 33, 6053-6063, 2020
102020
Malware determination device, malware determination system, malware determination method, and program
Y Okano, S Orihara, T Abe, H Asakura, A Kumagai
US Patent 10,268,820, 2019
92019
Learning non-linear dynamics of decision boundaries for maintaining classification performance
A Kumagai, T Iwata
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
92017
Fast similarity computation for t-SNE
Y Fujiwara, Y Ida, S Kanai, A Kumagai, N Ueda
2021 IEEE 37th International Conference on Data Engineering (ICDE), 1691-1702, 2021
72021
Transfer metric learning for unseen domains
A Kumagai, T Iwata, Y Fujiwara
Data Science and Engineering 5 (2), 140-151, 2020
52020
Transfer Metric Learning for Unseen Domains
A Kumagai, T Iwata, Y Fujiwara
2019 IEEE International Conference on Data Mining (ICDM), 1168-1173, 2019
52019
Learning Latest Classifiers without Additional Labeled Data.
A Kumagai, T Iwata
IJCAI, 2039-2045, 2017
52017
Few-shot learning for unsupervised feature selection
A Kumagai, T Iwata, Y Fujiwara
arXiv preprint arXiv:2107.00816, 2021
32021
Fast algorithm for anchor graph hashing
Y Fujiwara, S Kanai, Y Ida, A Kumagai, N Ueda
Proceedings of the VLDB Endowment 14 (6), 916-928, 2021
32021
Efficient Algorithm for the b-Matching Graph
Y Fujiwara, A Kumagai, S Kanai, Y Ida, N Ueda
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
32020
SILU: Strategy Involving Large-scale Unlabeled Logs for Improving Malware Detector
T Nishiyama, A Kumagai, K Kamiya, K Takahashi
2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020
22020
Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs
T Nishiyama, A Kumagai, A Fujino, K Kamiya
Australasian Conference on Data Mining, 31-46, 2021
12021
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