• The University of Tokyo / RIKEN
  • tsuzukums.k.u-tokyo.ac.jp

About Me

About Me

Hello, I'm Yusuke Tsuzuku (都竹雄介). A 2nd-year master student studying machine learning and computer science.

General interest: Noise stability of neural nets, Generalization of deep learning, Large scale optimization, Computer architecture
Languages: Python, C/C++, Rust

2018 - present

Master at the University of Tokyo

I major in computer science. My research area is machine learning, especially concerning fundamental theory and understanding of deep learning.

2014 - 2018

Bachelor at the University of Tokyo

I majored in Information Science. I received learning award, which elects only one student from the Information Science department.

2011 - 2014

Gifu High School

I was a top student in most exams. I won the 1st place in a science competition in Japan.


Experiences


Pushing forward the state-of-the-art of deep learning analysis.
Worked for a machine learning-oriented project for improved google search Q&A system.
Unofficial internship. Studied statistical learning theory for deep learning.
Assisted machine learning class for first-year students.
Continued internship project and wrote a paper, which was accepted to ICLR 2018 workshop.
Studied gradient compression for bandwidth reduction in distributed deep learning.

Google
PFN

Certificates


Applied Information Technology Engineer (IPA)

Secutiry Specialist (IPA)

Karate 1st Dan

Scholarships


  • Toyota/Dowange AI Scholarship (2018)

Competitions


Competitive Programming

  • ICFPC 2018 7th
  • Proceeded to Code Festival 2017 final
  • Proceeded to DDCC 2017 final
  • Proceeded to Code Festival 2016 final
  • Proceeded to DDCC 2016 final

Other Awards


  • Student presentation award at IBIS (2018)
  • 1st prize of competition 4 at the Science Koshien National Convention (2013)
  • 9th prize at the Science Koshien National Convention (2013)
  • Proceeded to the semi final at the Math Koshien National Convention (2013)
  • 15th prize at Nippon Junior High School Physical Culture Association Table Tennis(individual) Gifu District Convention (2010)
  • 1st prize at Kawai Piano Competition Gifu Prefectural Tournament (2009, 2006)
  • Effort Award at Kawai Piano Competition Chubu District Convention (2006)

1st prize at the Science Koshien

Selected Publications


  • Y. Tsuzuku, I. Sato. On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions. CVPR 2019 oral
  • Y. Tsuzuku, I. Sato, M. Sugiyama, Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks. NeurIPS 2018