Taiki Miyagawa (Preferred)
Taiki Miyagawa
Researcher, Independent researcher
Researcher, NEC
Joined
September 2020
Names
Emails
****@nec.com (Confirmed)
****@gmail.com (Confirmed)
Personal Links
Career & Education History
Researcher
Independent researcher (gmail.com)
2023 – Present
Researcher
NEC (nec.com)
2017 – Present
Visiting scientist
RIKEN AIP (riken.jp)
2019 – 2022
PhD student
Kyoto University (kyoto-u.ac.jp)
2016 – 2017
MS student
Kyoto University (kyoto-u.ac.jp)
2014 – 2016
Advisors, Relations & Conflicts
Expertise
Stochastic thermodynamics
2025 – Present
Quickest changepoint detection
2024 – Present
Early classification of time series
2018 – Present
Machine learning
2017 – Present
Deep learning theory
2017 – Present
Functional differential equation
2023 – 2025
Physics-informed neural network
2023 – 2025
Deepfake detection
2023 – 2025
Federated learning
2023 – 2025
Class imbalance
2018 – 2024
Elementary particle physics
2014 – 2017