Computing Strategies of American Football via Counterfactual Regret Minimization

強化学習

Yuki Shimano, Kenshi Abe, Atushi Iwasaki, Kazunori Ohkawara

AAAI 2022 Workshop on Reinforcement Learning in Games

Thresholded Lasso Bandit

機械学習

Kaito Ariu, Kenshi Abe, Alexandre Proutière

ICML 2022

Aspect-based Analysis of Advertising Appeals for Search Engine Advertising

自然言語処理

Soichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura

NAACL-HLT 2022 Industry Track

FAST: Fast Annotation system for SmarT devices

自然言語処理

Shunyo Kawamoto, Yu Sawai, Kohei Wakimoto, Peinan Zhang

EMNLP 2021 System Demonstrations

Aggregate Learning for Mixed Frequency Data

計量経済学

Takamichi Toda, Daisuke Moriwaki, Kazuhiro Ota

KDD 2021 MileTS Workshop

SMARTPHONE- AND SMARTWATCH-ACQUIRED DAILY STEPS, ACTIVITY, AND BAROMETRIC PRESSURES ASSOCIATED WITH SUBJECTIVE MEASURES OF RHEUMATOID ARTHRITIS: A PROSPECTIVE STUDY FOR RA DIGITAL PHENOTYPING

計量経済学

K. Izumi, D. Moriwaki, T. Toda, M. Higashida-Konishi, M. Koyama, H. Oshima, Y. Okano, Y. Kaneko, S. Ko, T. Takeuchi

Annals of the Rheumatic Diseases

見間違えのある繰り返しゲームのためのActor-Critic型強化学習

強化学習

坂本 充生, 阿部 拳之, 岩崎 敦

IBIS 2021

反実仮想後悔最小化によるアメリカンフットボールにおけるオフェンス戦略の均衡推定

強化学習

島野 雄貴, 阿部 拳之, 岩崎 敦, 大河原 一憲

FIT 2021

見間違えのある繰り返し囚人のジレンマにおける方策勾配法に関する研究

強化学習

坂本 充生, 阿部 拳之, 岩崎 敦

FIT 2021

Online-to-offline advertisements as field experiments

計量経済学

Akira Matsui, Daisuke Moriwaki

The Japanese Economic Review

A Real-World Implementation of UnbiasedLift-based Bidding System

機械学習

Daisuke Moriwaki, Yuta Hayakawa, Akira Matsui, Yuta Saito, Isshu Munemasa, Masashi Shibata

IEEE Big Data 2021

The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy

計量経済学

Masahiro Kato, Kenichiro McAlinn, Shota Yasui

NeurIPS 2021