Ichiro Takeuchi

Efficient model selection for predictive pattern mining model by safe pattern pruning

Takumi Yoshida, Hiroyuki Hanada, Kazuya Nakagawa, Kouichi Taji, Koji Tsuda, Ichiro Takeuchi

Patterns, Dec, 2023

Subtype classification of malignant lymphoma using immunohistochemical staining pattern

Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi, Hidekata Hontani

International Journal of Computer Assisted Radiology and Surgery, 17(7) 1379-1389, Feb, 2022 Peer-reviewed

Fast and More Powerful Selective Inference for Sparse High-order Interaction Model.

Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi

CoRR, abs/2106.04929, 2021

Selective Inference for High-order Interaction Features Selected in a Stepwise Manner

Shinya Suzumura, Kazuya Nakagawa, Yuta Umezu, Koji Tsuda, Ichiro Takeuchi

IPSJ Transactions on Bioinformatics, 14 1-11, 2021

Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming

Duy N.L.V, Toda H, Sugiyama R, Takeuchi I

Proceedings of 34th Conference on Neural Information Processing Systems (NeurIPS2020), 2020 Peer-reviewed

Adaptive Bayesian optimization for epitaxial growth of Si thin films under various constraints

Osada K, Kutsukake K, Yamamoto J, Yamashita S, Kodera T, Nagai Y, Horikawa T, Matsui, K, Takeuchi I …

Materials Today Communication, 2020 Peer-reviewed

Active learning for level set estimation under input uncertainty and its extensions

Inatsu Y, Karasuyama M, Inoue K, Takeuchi I

Neural Computation, 2020 Peer-reviewed

Bayesian-optimization-guided Experimental Search of NASICON-type Solid Electrolytes for All-solid-state Li-ion Batteries

Maho Harada, Hayami Takeda, Shinya Suzuki, Koki Nakano, Naoto Tanibata, Masanobu Nakayama, Masayuki Karasuyama, Ichiro Takeuchi

Journal of Materials Chemistry A, 2020 Peer-reviewed

Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization

Takeno S, Fukuoka H, Tsukada Y, Koyama T, Shiga M, Takeuchi I, Karasuyama M

Proceedings of International Conference on Machine Learning (ICML2020), 2020 Peer-reviewed

Active Learning of Bayesian Linear Models with High Dimensional Binary Features by Parameter Confidence-Region Estimation

Inatsu Y, Karasuyama M, Inoue K, Kandori H, Takeuchi I

Neural Computation, 2020 Peer-reviewed

A Novel Sensitive Detection Method for DNA Methylation in Circulating Free DNA of Pancreatic Cancer

Shinjo K, Hara K, Nagae G, Umeda T, Katsushima K, Suzuki M, Murofushi Y, Umezu Y, Takeuchi I, Takahashi S …

Plos One, 2020 Peer-reviewed

Active Learning for Enumerating Local Minima Based on Gaussian Process Derivatives.

Inatsu Y, Sugita D, Toyoura K, Takeuchi I

Neural Computation, 2020 Peer-reviewed

A Sampling Strategy in Efficient Potential Energy Surface Mapping for Predicting Atomic Diffusivity in Crystals by Machine Learning.

Toyoura K, Fujii T, Kanamori K, Takeuchi I

Physical Review B, 2020 Peer-reviewed

Exhaustive and Informatics-Aided Search for Fast Li-Ion Conductor with NASICON-Type Structure Using Material Simulation and Bayesian Optimization.

Nakano K, Noda Y, Tanibata N, Nakayama M, Kobayashi R, Takeuchi I

APL Materials, 2020 Peer-reviewed

Computing Valid P-values for Image Segmentation by Selective Inference.

Tanizaki K, Hashimoto N, Inatsu Y, Hontani H, Takeuchi I

Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition 2020 (CVPR2020), 2020 Peer-reviewed

Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Non-annotated Histopathological Images

Hashimoto N, Fukushima D, Koga R, Takagi Y, Ko K, Kohno K, Nakaguro M, Nakamura S, Hontani H, Takeuchi I

Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition 2020 (CVPR2020), 2020 Peer-reviewed

Selective inference via marginal screening for high dimensional classification

Yuta Umezu, Ichiro Takeuchi

Japanese Journal of Statistics and Data Science, 2(2) 559-589, Dec, 2019 Peer-reviewed

Multi-fidelity Bayesian Optimization with Max-value Entropy Search.

Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama

CoRR, abs/1901.08275, 2019

Comparative sequential pattern mining of human trajectory data collected from campus-wide BLE beacon system

Kajioka S, Sakuma T, Takeuchi I

Proceedings of Percom2019 workshop, 2019 Peer-reviewed

Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator.

Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu

Proceedings of ICLR2019, 2019 Peer-reviewed

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