logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
M

Masashi Sugiyama

riken

70H-index
1.1KPaper Count
2.2WCitation Count
Published Papers 72
Publication Date
logo
Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-03-19
err0
PREAI
errMing-Kun Xie; Jia-Hao Xiao; Hao-Zhe Liu; Gang Niu; Masashi Sugiyama; Sheng-Jun Huang
errShare
errSave
A Fast Algorithm for the Real-Valued Combinatorial Pure Exploration of the Multi-Armed Bandit
errNEURAL COMPUTATION
IF2.1
err2025-01-21
err33
PREAI
errNakamura, Shintaro; Sugiyama, Masashi
errShare
errSave
Learning explainable task-relevant state representation for model-free deep reinforcement learning
errNEURAL NETWORKS
IF6.3
err2024-12-01
err0
PREAI
errZhao, Tingting; Li, Guixi; Zhao, Tuo; Chen, Yarui; Xie, Ning; Niu, Gang; Sugiyama, Masashi
errShare
errSave
On the Effectiveness of Adversarial Training Against Backdoor Attacks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-10-01
err3
errOAAI
errGao, Yinghua; Wu, Dongxian; Zhang, Jingfeng; Gan, Guanhao; Xia, Shu-Tao; Niu, Gang; Sugiyama, Masashi
errShare
errSave
Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review
errJOURNAL OF MEDICAL SYSTEMS
IF5.7
err2024-09-12
err17
errOAAI
errTakahashi, Satoshi; Sakaguchi, Yusuke; Kouno, Nobuji; Takasawa, Ken; Ishizu, Kenichi; Akagi, Yu; Aoyama, Rina; Teraya, Naoki; Bolatkan, Amina; Shinkai, Norio; Machino, Hidenori; Kobayashi, Kazuma; Asada, Ken; Komatsu, Masaaki; Kaneko, Syuzo; Sugiyama, Masashi; Hamamoto, Ryuji
errShare
errSave
Random forest machine-learning algorithm classifies white- and brown-rot fungi according to the number of the genes encoding Carbohydrate-Active enZyme families
errAPPLIED AND ENVIRONMENTAL MICROBIOLOGY
IF3.7
err2024-07-24
err2
errOAAI
errHasegawa, Natsuki; Sugiyama, Masashi; Igarashi, Kiyohiko
errShare
errSave
Boundary-restricted metric learning
errMACHINE LEARNING
IF2.9
err2023-09-20
err2
PREAI
errChen, Shuo; Gong, Chen; Li, Xiang; Yang, Jian; Niu, Gang; Sugiyama, Masashi
errShare
errSave
Representation learning for continuous action spaces is beneficial for efficient policy learning
errNEURAL NETWORKS
IF6.3
err2023-02-01
err2
errOAAI
errZhao, Tingting; Wang, Ying; Sun, Wei; Chen, Yarui; Niu, Gang; Sugiyama, Masashi
errShare
errSave
Neural Networks special issue on Artificial Intelligence and Brain Science
errNEURAL NETWORKS
IF6.3
err2022-11-01
err3
errOAAI
errDoya, Kenji; Friston, Karl; Sugiyama, Masashi; Tenenbaum, Josh
errShare
errSave
Improving imbalanced classification using near-miss instances
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-09-01
err9
errOAAI
errTanimoto, Akira; Yamada, So; Takenouchi, Takashi; Sugiyama, Masashi; Kashima, Hisashi
errShare
errSave
Discovering diverse solutions in deep reinforcement learning by maximizing state-action-based mutual information
errNEURAL NETWORKS
IF6.3
err2022-08-01
err14
errOAAI
errOsa, Takayuki; Tangkaratt, Voot; Sugiyama, Masashi
errShare
errSave
Deep learning, reinforcement learning, and world models
errNEURAL NETWORKS
IF6.3
err2022-08-01
err194
errOAAI
errMatsuo, Yutaka; LeCun, Yann; Sahani, Maneesh; Precup, Doina; Silver, David; Sugiyama, Masashi; Uchibe, Eiji; Morimoto, Jun
errShare
errSave
Positive-unlabeled classification under class-prior shift: a prior-invariant approach based on density ratio estimation
errMACHINE LEARNING
IF2.9
err2022-06-27
err7
errOAAI
errNakajima, Shota; Sugiyama, Masashi
errShare
errSave
Spatiotemporal dynamics of odor representations in the human brain revealed by EEG decoding
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-05-18
err17
errOAAI
errKato, Mugihiko; Okumura, Toshiki; Tsubo, Yasuhiro; Honda, Junya; Sugiyama, Masashi; Touhara, Kazushige; Okamoto, Masako
errShare
errSave
Root cause estimation of faults in production processes: a novel approach inspired by approximate Bayesian computation
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2022-03-08
err2
errOAAI
errOtsubo, Yosuke; Otani, Naoya; Chikasue, Megumi; Nishino, Mineyuki; Sugiyama, Masashi
errShare
errSave
Vessel Sealing Device Using Microwave and High Frequency Current
errIEEE JOURNAL OF ELECTROMAGNETICS RF AND MICROWAVES IN MEDICINE AND BIOLOGY
IF3.2
err2021-06-01
err6
PREAI
errRakhmadi, Aditya; Saito, Kazuyuki; Sekine, Masashi; Sugiyama, Masashi
errShare
errSave
Constraint learning for control tasks with limited duration barrier functions
errAUTOMATICA
IF5.9
err2021-05-01
err9
errOAAI
errOhnishi, Motoya; Notomista, Gennaro; Sugiyama, Masashi; Egerstedt, Magnus
errShare
errSave
Active deep Q-learning with demonstration
errMACHINE LEARNING
IF2.9
err2019-11-08
err18
errOAAI
errChen, Si-An; Tangkaratt, Voot; Lin, Hsuan-Tien; Sugiyama, Masashi
errShare
errSave
Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric
errMACHINE LEARNING
IF2.9
err2019-11-04
err7
errOAAI
errKwon, Yongchan; Kim, Wonyoung; Sugiyama, Masashi; Paik, Myunghee Cho
errShare
errSave
Foreword: special issue for the journal track of the 10th Asian Conference on Machine Learning (ACML 2018)
errMACHINE LEARNING
IF2.9
err2019-05-10
err0
errOAAI
errSugiyama, Masashi; Noh, Yung-Kyun
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
Karl Friston
H-index: 260 · Papers: 2.0K
Q
Qiang Yang
H-index: 127 · Papers: 1.4K
Y
Yann LeCun
H-index: 118 · Papers: 499
Z
Zhi‐Hua Zhou
H-index: 102 · Papers: 692
J
Jian Yang
H-index: 91 · Papers: 1.0K
View more