Concepedia

Masashi Sugiyama

MS

Statistics

Publications

299

Citations

18.4K

H-Index

66

Active since

1987

Affiliations

Tokyo Institute of Technology(Current)

The University of Tokyo

RIKEN Center for Advanced Intelligence Project

Nagoya University

Masashi Sugiyama is an author at Tokyo Institute of Technology specializing in computing, machine learning, and computer science.

Publications per year

1987–2024

299

Publications

299

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Bo Han, Quanming Yao, Xingrui Yu et al. · Neural Information Processing Systems · 2018 · 1.2K citations

Computing, Computer Science, Machine Learning +10

Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis

Masashi Sugiyama · 2007 · 912 citations

Computing, Computer Science, Data Visualization +12

Covariate Shift Adaptation by Importance Weighted Cross Validation

Masashi Sugiyama, Matthias Krauledat, Klaus‐Robert Müller · 2007 · 746 citations

Computing, Data Science, Machine Learning +3

Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation

Masashi Sugiyama, Shinichi Nakajima, Hisashi Kashima et al. · 2007 · 669 citations

Computing, Biostatistics, Computer Science +17

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Bo Han, Quanming Yao, Xingrui Yu et al. · arXiv (Cornell University) · 2018 · 454 citations · Full text

Computing, Computer Science, Machine Learning +10

1–5 of 299