Hello, I'm Yusuke Tsuzuku (都竹雄介).
I studied machine learning and computer science at the University of Tokyo. Currently, I'm a master's student at UTokyo and also a part-time researcher at RIKEN. General interests: Noise stability of neural nets, Generalization of deep learning, Large scale optimization, Computer architecture
My research area is machine learning, especially concerning fundamental theory and understanding of deep learning.
I received learning award, which elects only one student from the Information Science department.
Security Specialist, IPA 2016
Applied Information Technology Engineer, IPA 2015
Karate 1st dan
Kawai Piano 7th grade
Toyota/Dowange AI Scholarship 2019
Toyota/Dowange AI Scholarship 2018
ICFPC 2018, 7th 2018
CodeFestival 2017, proceeded to the final 2017
DDCC 2017, proceeded to the final 2017
CodeFestival 2016, proceeded to the final 2016
DDCC 2016, proceeded to the final 2016
IBIS 2018, Student Presentation Award 2018
Competition 4 at 2nd Science Koshien National Convention, 1st prize 2013
2nd Science Koshien National Convention, 9th prize 2013
Math Koshien National Convention, proceeded to semi final 2012
Nippon Junior High School Physical Culture Associate Table Tennis Individual, 15th prize 2010
Kawai Piano Competition Gifu Prefectural Tournament, 1st prize 2009, 2006
Kawai Piano Competition Chubu District Convention, Effort Award 2006
Yusuke Tsuzuku, Issei Sato, Masashi Sugiyama. "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks." (NeurIPS 2018) 2018
Yusuke Tsuzuku, Issei Sato. "On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions." (CVPR 2019) 2019