Russell Tsuchida | ARC Centre of Excellence for Mathematical and Statistical Frontiers

The University of Queensland

Publications

Invited talks, refereed proceedings and other conference outputs

2021

Tsuchida, R., Pearce T., van der Heide C., Roosta F., & Gallagher M. (2021). Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks. 35th AAAI Conference on Artificial Intelligence. 35, 9967-9977. doi: 10.1609/aaai.v35i11.17197

2018

Tsuchida, R., Roosta-Khorasani F., & Gallagher M. (2018). Invariance of Weight Distributions in Rectified MLPs. (Dy, J., & Krause A., Ed.).Proceedings of the 35th International Conference on Machine Learning. 80, 4995–5004.

Journal Articles

2019

Tsuchida, R., Roosta F., & Gallagher M. (2019). Richer priors for infinitely wide multi-layer perceptrons. arXiv. arXiv:1911.12927v1.

2018

Tsuchida, R., Roosta-Khorasani F., & Gallagher M. (2018). Exchangeability and Kernel Invariance in Trained MLPs. arXiv preprint arXiv:1810.08351.

Publicly available softwares

2019

Tsuchida, R. (2019). Code to supplement "Richer priors for infinitely wide multi-layer perceptrons".