Yusuke Tsuzuku

According to our database, Yusuke Tsuzuku authored at least 4 papers between 2018 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks Using PAC-Bayesian Analysis.

Yusuke Tsuzuku, Issei Sato, Masashi Sugiyama

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions.

Yusuke Tsuzuku, Issei Sato

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks.

Yusuke Tsuzuku, Issei Sato, Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Variance-based Gradient Compression for Efficient Distributed Deep Learning.

Yusuke Tsuzuku, Hiroto Imachi, Takuya Akiba

Proceedings of the 6th International Conference on Learning Representations, 2018