Akiyoshi Sannai, Yuuki Takai, Matthieu Cordonnier. Decomposition of Equivariant Maps via Invariant Maps: Application to Universal Approximation under Symmetry. Transactions on Machine Learning Research. 2024
Yuuki Takai, Akiyoshi Sannai, Matthieu Cordonnier. On the Number of Linear Functions Composing Deep Neural Network: Towards a Refined Definition of Neural Networks Complexity. International Conference on Artificial Intelligence and Statistics (AISTATS2021). PMLR. 2021. 3799-3807
Yuuki Takai, Atsushi Miyauchi, Masahiro Ikeda, Yuichi Yoshida. Hypergraph Clustering Based on PageRank. Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD). 2020. 1970-1978