ML Anthology

Tsuzuku, Yusuke

3 publications

ICML 2020 Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks Using PAC-Bayesian Analysis Yusuke Tsuzuku, Issei Sato, Masashi Sugiyama
CVPR 2019 On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions Yusuke Tsuzuku, Issei Sato
NeurIPS 2018 Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks Yusuke Tsuzuku, Issei Sato, Masashi Sugiyama