プロフィール詳細

プロジェクトを作成

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Shiro T.に依頼

Japan

Independent ML Researcher | Expert in Python & ML programming (e.g. Pytorch) 5 years of experience in ML research

プロフィール概要

I am an independent researcher on intelligence. I'm currently interested in how connectionist models can segment the world into symbol-like discrete primitives, form the symbolic system, and use the symbols to behave and think like humans. One of my ongoing projects is about systematic/compositional generalization. In the past I have been involved in research on e.g. out-of-distribution genralization, meta-learning, Continual learning, and etc. https://t46.github.io/

専門分野

• ★ Machine Learning
• ★ Neural Networks
• ★ Deep Learning
• ☆ Data Analysis
• ☆ Natural Language Processing
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Computer Vision

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Copywriting

Research Market Research, User Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

職務経験

Researcher

Self employed

4月 2021 - 現在

学歴

Science

The University of Tokyo

4月 2018 - 3月 2020

認定資格

• Master Of Science

  The University of Tokyo

  3月 2020 - 現在

出版物

JOURNAL ARTICLE

Shiro Takagi, Haruka Asanuma, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada (2021). Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks . Journal of the Physical Society of Japan.