Publications

Population-based De Novo Molecule Generation, Using Grammatical Evolution

Chemistry Letters, 47, 1431-1434, 2018

Chemoinformatics / Materials Science

By : Naruki Yoshikawa, Kei Terayama, Masato Sumita, Teruki Homma, Kenta Oono, Koji Tsuda

Semi-supervised learning of hierarchical representations of molecules with neural message passing

Machine Learning for Molecules and Materials in NIPS 2017

Chemoinformatics / Materials Science

By : Hai Nguyen, Shin-ichi Maeda, Kenta Oono

Deep Learning Implementations and Frameworks

AAAI 2017 Tutorial

Machine Learning / Deep Learning

By : Seiya Tokui, Kenta Oono, Atsunori Kanemura

Deep Learning Implementations and Frameworks

PAKDD 2016 Tutorial

Machine Learning / Deep Learning

By : Seiya Tokui, Kenta Oono, Atsunori Kanemura, Toshihiro Kamishima

Testing properties of functions on finite groups

Random Structures & Algorithms 2016, Journal Article

Machine Learning / Deep Learning

By : Kenta Oono, Yuichi Yoshida

Chainer: a Next-Generation Open Source Framework for Deep Learning

Workshop on Machine Learning System in NIPS 2015

Machine Learning / Deep Learning

By : Seiya Tokui, Kenta Oono, Shohei Hido, Justin Clayton