Norihito Ishida

A machine learning engineer, data analyst, and ex-sheet metal engineer.

Interests:

  • Factory Automation
  • Machine Learning
    • Deep Learning
    • Natural Language Processing
    • Neural Processes
    • Neural Architecture Search
  • Computer Science
  • AtCoder

Languages

  • Japanese / English
  • Python, C, C++, etc.

Education

  • Bachelor of Science in Mechanical Engineering, The University of Tokyo, 2011-2016

Affiliation

Favorites

  • Jazz, Funk, R&B, Soul, Neo Soul, etc.
  • Manga

Presentations

Date Title
2021/07/16 CVPR2021網羅的サーベイ
2021/06/27 On Explainability of Graph Neural Networks via Subgraph Explorations (Yuan+, ICML2021)
2021/04/04 Efficient Processing of Deep Neural Networks(2017)
2021/01/30 工事中 Switch Transformers(Fedus+, 2021)
2020/12/06 MLモデルの実運用の際のプラクティス (Paleyes+, 2020)
2020/10/18 工事中 XAI (Explainable Artificial Intelligence)
2020/09/06 工事中 Grounded Language Learning Fast and Slow (Hill+, 2020)
2020/07/19 工事中 The Neural Process Family
2020/05/31 ELECTRA (Clark+, 2020)
2020/04/13 分散表現, Attention, Self Attention, Transformer
2020/04/07 単語の分散表現(One-hot encode, word2vec, ELMo, BERT)
2020/02/03 NAS with Reinforcement Learning(Zoph and Le, 2017)
2019/11/11 NAS研究のベストプラクティス
2019/11/11 NASの歴史と現在の動向(Elsken+, 2019)
2019/11/11 NAS-Bench-101(Ying+, 2019)
2019/09/23 ASNG-NAS(Akimoto+, 2019)

Technical notes

Date Title
2020/04/11 Jetson nanoのケースを3Dプリントする(Ubuntu 18.04)
2020/04/09 scikit-learnのモジュール全部説明する
2020/04/01 Deep learningのOptimizer早見表
2019/11/20 WEBのデータ通信入門まとめ(GET/POSTメソッド、Cookie、セッションID)
2019/10/29 Jupyter Notebookで再現性を確保する10の方法
2019/10/26 Docker初心者未満向け