Masashi Sugiyama
Tokyo University of Science(JP)RIKEN(JP)RIKEN Center for Advanced Intelligence Project(JP)The University of Tokyo(JP)
Publications by Year
Research Areas
Machine Learning and Data Classification, Machine Learning and Algorithms, Face and Expression Recognition, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications
Most-Cited Works
- → Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels(2018)1,215 cited
- Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis(2007)
- Covariate Shift Adaptation by Importance Weighted Cross Validation(2007)
- Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation(2007)
- → Deep learning, reinforcement learning, and world models(2022)456 cited
- → Change-point detection in time-series data by relative density-ratio estimation(2013)437 cited
- → Density Ratio Estimation in Machine Learning(2012)431 cited
- → Direct importance estimation for covariate shift adaptation(2008)430 cited