Publications

Deep Learning Implementations and Frameworks

AAAI 2017 Tutorial

Machine Learning / Deep Learning

By : Seiya Tokui, Kenta Oono, Atsunori Kanemura

深層学習による自然言語処理

講談社 シリーズ 機械学習プロフェッショナルシリーズ

Natural Language Processing / Speech Processing

By : Yuta Tsuboi, Yuya Unno, Jun Suzuki

速習強化学習―基礎理論とアルゴリズム―

共立出版 Algorithms for Reinforcement Learningの翻訳本

Reinforcement Learning

By : Shin-ichi Maeda, Yasuhiro Fujita, 他

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

オンライン機械学習

講談社 シリーズ 機械学習プロフェッショナルシリーズ

Machine Learning / Deep Learning

By : Yuya Unno, Daisuke Okanohara, Seiya Tokui, Hiroyuki Tokunaga

深層学習／Deep Learning

近代科学社

Machine Learning / Deep Learning

By : Daisuke Okanohara, Shin-ichi Maeda

Low-latency Job Scheduling with Preemption for the Development of Deep Learning

OpML 2019

Cluster / Networking

By : Hidehito Yabuuchi, Daisuke Taniwaki, Shingo Omura