Taiki Miyagawa
Scholar

Taiki Miyagawa

Google Scholar ID: wzVtu1cAAAAJ
NEC Corporation; Independent researcher
Machine LearningTheoretical Deep LearningEarly Classification of Time Series
Citations & Impact
All-time
Citations
80
 
H-index
6
 
i10-index
5
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • Published several peer-reviewed papers in conferences such as ICIP Workshop, FG, ICLR, WACV, SmartIoT, NeurIPS, Interspeech, ICIP, ICASSP, IJCNN.
Research Experience
  • 2017- Researcher at NEC Corporation, Japan; 2019-2022 Visiting scientist at RIKEN AIP, Japan; 2023- Independent researcher
Education
  • 2010-2017 BS, MS, PhD student at Kyoto University, Japan
Background
  • Research Interests: Machine Learning, Deep Learning Theory, Sequential Probability Ratio Test (SPRT), Early Classification of Time Series (ECTS), Density Ratio Estimation (DRE), Quickest Changepoint Detection (QCD), Functional Differential Equations (FDE)