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Yuichi Ike
Yuichi Ike
Institute of Mathematics for Industry, Kyushu University
Verifierad e-postadress på imi.kyushu-u.ac.jp - Startsida
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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
193*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
562019
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
55*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
362020
Persistence-like distance on Tamarkin's category and symplectic displacement energy
T Asano, Y Ike
Journal of Symplectic Geometry 18 (3), 613-649, 2020
322020
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
232021
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
222021
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
192022
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
162019
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
142022
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
72024
Categorical localization for the coherent-constructible correspondence
Y Ike, T Kuwagaki
Publications of the Research Institute for Mathematical Sciences 55 (1), 1-24, 2019
7*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
42022
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
32023
Algebraic stability theorem for derived categories of zigzag persistence modules
Y Hiraoka, Y Ike, M Yoshiwaki
Journal of Topology and Analysis, 2020
32020
Counterfactual explanation with missing values
K Kanamori, T Takagi, K Kobayashi, Y Ike
arXiv preprint arXiv:2304.14606, 2023
22023
The -support as a micro-support
T Asano, S Guillermou, V Humilière, Y Ike, C Viterbo
Comptes Rendus. Mathématique 361 (G8), 1333-1340, 2023
22023
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
22022
Curvature of point clouds through principal component analysis
Y Asao, Y Ike
arXiv preprint arXiv:2106.09972, 2021
22021
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Artiklar 1–20