| PersLay: a neural network layer for persistence diagrams and new graph topological signatures M Carrière, F Chazal, Y Ike, T Lacombe, M Royer, Y Umeda 23rd International Conference on Artificial Intelligence and Statistics …, 2020 | 190* | 2020 |
| DTM-based Filtrations H Anai, F Chazal, M Glisse, Y Ike, H Inakoshi, R Tinarrage, Y Umeda 35th International Symposium on Computational Geometry (SoCG2019), 2019 | 56 | 2019 |
| Optimizing persistent homology based functions M Carriere, F Chazal, M Glisse, Y Ike, H Kannan 38th International Conference on Machine Learning (ICML2021), 1294-1303, 2021 | 52* | 2021 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization K Kanamori, T Takagi, K Kobayashi, Y Ike, K Uemura, H Arimura 35th AAAI Conference on Artificial Intelligence (AAAI2021), 2020 | 35 | 2020 |
| Persistence-like distance on Tamarkin's category and symplectic displacement energy T Asano, Y Ike Journal of Symplectic Geometry 18 (3), 613-649, 2020 | 31 | 2020 |
| Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs T Lacombe, Y Ike, M Carriere, F Chazal, M Glisse, Y Umeda 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021 | 22 | 2021 |
| ATOL: Measure Vectorisation for Automatic Topologically-Oriented Learning M Royer, F Chazal, C Levrard, Y Ike, Y Umeda 24rd International Conference on Artificial Intelligence and Statistics …, 2021 | 22 | 2021 |
| Counterfactual explanation trees: Transparent and consistent actionable recourse with decision trees K Kanamori, T Takagi, K Kobayashi, Y Ike International Conference on Artificial Intelligence and Statistics, 1846-1870, 2022 | 19 | 2022 |
| Compact exact Lagrangian intersections in cotangent bundles via sheaf quantization Y Ike Publications of the Research Institute for Mathematical Sciences 55 (4), 737-778, 2019 | 15 | 2019 |
| RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds T de Surrel, F Hensel, M Carrière, T Lacombe, Y Ike, H Kurihara, M Glisse, ... Topological, Algebraic and Geometric Learning Workshops 2022, 96-106, 2022 | 14 | 2022 |
| Sheaf quantization and intersection of rational Lagrangian immersions T Asano, Y Ike Annales de l’Institut Fourier 73 (4), 1533-1587, 2023 | 13* | 2023 |
| Completeness of derived interleaving distances and sheaf quantization of non-smooth objects T Asano, Y Ike Mathematische Annalen, 1-47, 2024 | 6 | 2024 |
| Categorical localization for the coherent-constructible correspondence Y Ike, T Kuwagaki Publications of the Research Institute for Mathematical Sciences 55 (1), 1-24, 2019 | 6* | 2019 |
| Dimensionality selection of hyperbolic graph embeddings using decomposed normalized maximum likelihood code-length R Yuki, Y Ike, K Yamanishi 2022 IEEE International Conference on Data Mining (ICDM), 666-675, 2022 | 4 | 2022 |
| Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length R Yuki, Y Ike, K Yamanishi Knowledge and Information Systems 65 (12), 5601-5634, 2023 | 3 | 2023 |
| Algebraic stability theorem for derived categories of zigzag persistence modules Y Hiraoka, Y Ike, M Yoshiwaki Journal of Topology and Analysis, 2020 | 3 | 2020 |
| Counterfactual explanation with missing values K Kanamori, T Takagi, K Kobayashi, Y Ike arXiv preprint arXiv:2304.14606, 2023 | 2 | 2023 |
| Storage medium, estimation method, and information processing device, relearning program, and relearning method Y Umeda, T Katoh, Y Ike, M Kajitani, M Takenouchi US Patent App. 17/723,599, 2022 | 2 | 2022 |
| Curvature of point clouds through principal component analysis Y Asao, Y Ike arXiv preprint arXiv:2106.09972, 2021 | 2 | 2021 |
| Hyperbolic localization and Lefschetz fixed point formulas for higher-dimensional fixed point sets Y Ike, Y Matsui, K Takeuchi International Mathematics Research Notices 2018 (15), 4852-4898, 2017 | 2 | 2017 |
Frederic ChazalINRIA Saclay - Ile de FranceVerified email at inria.fr
