Naoki Nishikawa, Yuichi Ike, Kenji Yamanishi
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
arxiv:2307.09259

Naoki Nishikawa, Taiji Suzuki, Atsushi Nitanda, Denny Wu
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

Naoki Nishikawa, Taiji Suzuki
State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness
arxiv:2405.19036