Kenta Oono
Kenta Oono
Preferred Networks, Inc.
Verified email at preferred.jp - Homepage
Title
Cited by
Cited by
Year
Chainer: a next-generation open source framework for deep learning
S Tokui, K Oono, S Hido, J Clayton
Proceedings of workshop on machine learning systems (LearningSys) in the …, 2015
9032015
Graph Neural Networks Exponentially Lose Expressive Power for Node Classification
K Oono, T Suzuki
International Conference on Learning Representations (ICLR 2020), 2019
52*2019
Population-based de novo molecule generation, using grammatical evolution
N Yoshikawa, K Terayama, M Sumita, T Homma, K Oono, K Tsuda
Chemistry Letters 47 (11), 1431-1434, 2018
312018
Generative machine learning systems for drug design
O Kenta, J Clayton, N Ota
US Patent 10,776,712, 2020
182020
Approximation and non-parametric estimation of ResNet-type convolutional neural networks
K Oono, T Suzuki
Proceedings of the 36th International Conference on Machine Learning 97 …, 2019
9*2019
Graph residual flow for molecular graph generation
S Honda, H Akita, K Ishiguro, T Nakanishi, K Oono
arXiv preprint arXiv:1909.13521, 2019
82019
Semi-supervised learning of hierarchical representations of molecules using neural message passing
H Nguyen, S Maeda, K Oono
arXiv preprint arXiv:1711.10168, 2017
72017
Coupling-based invertible neural networks are universal diffeomorphism approximators
T Teshima, I Ishikawa, K Tojo, K Oono, M Ikeda, M Sugiyama
arXiv preprint arXiv:2006.11469, 2020
62020
Systems and methods for multimodal generative machine learning
O Kenta, J Clayton
US Patent App. 16/070,276, 2019
32019
Information processing device and information processing method
S Tokui, Y Unno, O Kenta, R Okuta
US Patent App. 15/771,979, 2018
32018
Testing properties of functions on finite groups
K Oono, Y Yoshida
Random Structures & Algorithms 49 (3), 579-598, 2016
22016
Universal Approximation Property of Neural Ordinary Differential Equations
T Teshima, K Tojo, M Ikeda, I Ishikawa, K Oono
arXiv preprint arXiv:2012.02414, 2020
12020
Abnormality detection system, abnormality detection method, abnormality detection program, and method for generating learned model
D Okanohara, O Kenta
US Patent App. 17/038,250, 2021
2021
Generative machine learning systems for drug design
O Kenta, J Clayton, N Ota
US Patent App. 17/000,746, 2020
2020
Abnormality detection system, abnormality detection method, abnormality detection program, and method for generating learned model
D Okanohara, O Kenta
US Patent 10,831,577, 2020
2020
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks
K Oono, T Suzuki
arXiv preprint arXiv:2006.08550, 2020
2020
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks
K Ishiguro, K Oono, K Hayashi
arXiv preprint arXiv:2006.06909, 2020
2020
Information processing device and information processing method
S Tokui, Y Unno, O Kenta, R Okuta
US Patent App. 16/551,435, 2019
2019
Disease affection determination device, disease affection determination method, and disease affection determination program
D Okanohara, O Kenta, N Ota, K Hamzaoui, T Akiba
US Patent App. 16/346,017, 2019
2019
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