Shoki Yamao, Ken Kobayashi, Kentaro Kanamori, Takuya Takagi, Yuichi Ike, Kazuhide Nakata. Distribution-Aligned Sequential Counterfactual Explanation with Local Outlier Factor. 2025
Felix Hensel, Charles Arnal, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frédéric Chazal. MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks. Transactions on Machine Learning Research (TMLR). 2024
Tomohiro Asano, Yuichi Ike. Completeness of derived interleaving distances and sheaf quantization of non-smooth objects. Mathematische Annalen. 2024
Ryo Yuki, Yuichi Ike, Kenji Yamanishi. Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length. Knowledge and Information Systems. 2023. 65. 12. 5601-5634
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). 2023