IT
Ichiro Takeuchi
stat.MLcs.LGIrgarol 1051Food ChainAcropora tenuisAnthozoaChromosome AberrationsCoral bleachingcs.CVDigital pathology
On Valency
published · living versionsW_2drkrc2n·v1 · currentpublished
Near-Optimal Regret Bounds for UCB-Style Gaussian Process Bandits via Data Thinning
with Shion Takeno, Shogo Iwazaki
1 version
Preprints & journals
173 papers in the corpus · 1999–2026Near-Optimal Regret Bounds for UCB-Style Gaussian Process Bandits via Data Thinning2610.28136v1 · Shion Takeno, Shogo Iwazaki, Ichiro Takeuchi2026 · 0 citationsarXivon Valency
Functional characterization of red-shifted rhodopsin channels from giant viruses explored by a machine-learning model for long-wavelength optogenetics10.1101/2025.09.16.676488v1 · Takaramoto, S., Zhao, C., Karasuyama, M. et al.2025 · 0 citationsbioRxiv
Elevated neutrophil-lymphocyte ratio as a biomarker for suicide attempts in emergency department physical trauma patients: a retrospective observational study.40961896 · Miyazaki, Hidehito, Hino, Kousuke, Ito, Tsubasa et al.2025 · 4 citationsJournal of psychiatric research. 2025;191:30-38
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference2505.16893v2 · Shuichi Nishino, Tomohiro Shiraishi, Teruyuki Katsuoka et al.2025 · 0 citationsarXiv
Interactive effects of high seawater temperature and the PS II herbicide Irgarol 1051 on photosynthetic efficiency of one species of the Acropora tenuis [sensu lato] complex (Scleractinia: Acroporidae).40381437 · Gushi, Mikako, Ishibashi, Hiroshi, Takayama, Kotaro et al.2025 · 0 citationsMarine pollution bulletin. 2025;218:118098
Distributionally Robust Active Learning for Gaussian Process Regression2502.16870v3 · Shion Takeno, Yoshito Okura, Yu Inatsu et al.2025 · 0 citationsarXiv
Generalized Kernel Inducing Points by Duality Gap for Dataset Distillation2502.12607v1 · Tatsuya Aoyama, Hanting Yang, Hiroyuki Hanada et al.2025 · 0 citationsarXiv
Concentration of Two Herbicides, Irgarol 1051 and Diuron, in Coastal Waters of Coral Reefs and Adjacent Waters in the Northwestern Part of Okinawa Island, Japan.39890651 · Takeuchi, Ichiro, Haruta, Shinsuke, Katayama, Takahiro et al.2025 · 3 citationsBulletin of environmental contamination and toxicology. 2025;114(2):28
Distributionally Robust Coreset Selection under Covariate Shift2501.14253v2 · Tomonari Tanaka, Hiroyuki Hanada, Hanting Yang et al.2025 · 0 citationsarXiv
Associations of long-term hyperoxemia, survival, and neurological outcomes in extracorporeal cardiopulmonary resuscitation patients undergoing targeted temperature management: A retrospective observational analysis of the SAVE-J Ⅱ study.39639944 · Takeda, Tomoaki, Taniguchi, Hayato, Honzawa, Hiroshi et al.2026 · 1 citationResuscitation plus. 2024;20:100831
Characteristics of Bleeding Complications in Patients with Severe COVID-19 Requiring Veno-venous Extracorporeal Membrane Oxygenation in Japan.39242097 · Taniguchi, Hayato, Abe, Takeru, Takeuchi, Ichiro et al.2025 · 1 citationThrombosis and haemostasis. 2025;125(4):308-316
Active Learning for Level Set Estimation Using Randomized Straddle Algorithms2408.03144v2 · Yu Inatsu, Shion Takeno, Kentaro Kutsukake et al.2024 · 0 citationsarXiv
HLA-DQA1*01:03 and DQB1*06:01 are risk factors for severe COVID-19 pneumonia.39041300 · Tanaka, Katsushi, Meguro, Akira, Hara, Yu et al.2024 · 6 citationsHLA. 2024;104(1):e15609
Statistical Test for Feature Selection Pipelines by Selective Inference2406.18902v2 · Tomohiro Shiraishi, Tatsuya Matsukawa, Shuichi Nishino et al.2024 · 0 citationsarXiv
Distributionally Robust Safe Sample Elimination under Covariate Shift2406.05964v2 · Hiroyuki Hanada, Tatsuya Aoyama, Satoshi Akahane et al.2024 · 0 citationsarXiv
A study of criteria for grading follicular lymphoma using a cell type classifier from pathology images based on complementary-label learning.38843576 · Koga, Ryoichi, Koide, Shingo, Tanaka, Hiromu et al.2024 · 4 citationsMicron (Oxford, England : 1993). 2024;184:103663
Distributionally Robust Safe Screening2404.16328v1 · Hiroyuki Hanada, Satoshi Akahane, Tatsuya Aoyama et al.2024 · 0 citationsarXiv
Transcriptome analysis reveals limited toxic effects of the UV-filter benzophenone-3 (BP-3) on the hermatypic coral Acropora tenuis and its symbiotic dinoflagellates.38522341 · Ishibashi, Hiroshi, Nishimura, Saori, Tanaka, Kokoro et al.2024 · 8 citationsMarine pollution bulletin. 2024;201:116260
Multimodal Gated Mixture of Experts Using Whole Slide Image and Flow Cytometry for Multiple Instance Learning Classification of Lymphoma.38322152 · Hashimoto, Noriaki, Hanada, Hiroyuki, Miyoshi, Hiroaki et al.2024 · 19 citationsJournal of pathology informatics. 2024;15:100359
The Detection of Neoplastic Cells Using Objective Cytomorphologic Parameters in Malignant Lymphoma.38092181 · Nagaishi, Miharu, Miyoshi, Hiroaki, Kugler, Mauricio et al.2024 · 2 citationsLaboratory investigation; a journal of technical methods and pathology. 2024;104(3):100302
Efficient model selection for predictive pattern mining model by safe pattern pruning.38106611 · Yoshida, Takumi, Hanada, Hiroyuki, Nakagawa, Kazuya et al.2023 · 1 citationPatterns (New York, N.Y.). 2023;4(12):100890
Multi-Objective Bayesian Optimization with Active Preference Learning2311.13460v1 · Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki et al.2023 · 10 citationsarXiv
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds2311.03760v3 · Shion Takeno, Yu Inatsu, Masayuki Karasuyama et al.2023 · 1 citationarXiv
Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications.37844324 · Hanada, Hiroyuki, Hashimoto, Noriaki, Taji, Kouichi et al.2023 · 0 citationsNeural computation. 2023;35(12):1970-2005
Deep learning based identification of pituitary adenoma on surgical endoscopic images: a pilot study.37910280 · Fuse, Yutaro, Takeuchi, Kazuhito, Hashimoto, Noriaki et al.2023 · 7 citationsNeurosurgical review. 2023;46(1):291
Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping2310.12769v1 · Joshua Butke, Noriaki Hashimoto, Ichiro Takeuchi et al.2023 · 1 citationMachine Learning in Medical Imaging. MLMI 2023. Lecture Notes in Computer Science, vol 14349, pp. 114-123. Cham: Springer Nature Switzerland
Drawing a materials map with an autoencoder for lithium ionic conductors.37798325 · Yamaguchi, Yudai, Atsumi, Taruto, Kanamori, Kenta et al.2023 · 6 citationsScientific reports. 2023;13(1):16799
Expression analyses of stress-responsive genes in the hermatypic coral Acropora tenuis and its symbiotic dinoflagellates after exposure to the herbicide Diuron.37637253 · Ishibashi, Hiroshi, Minamide, Seigo, Takeuchi, Ichiro2024 · 4 citationsMarine life science & technology. 2023;5(3):289-299
Bounded P-values in Parametric Programming-based Selective Inference2307.11351v2 · Tomohiro Shiraishi, Daiki Miwa, Vo Nguyen Le Duy et al.2023 · 1 citationarXiv
Novel machine learning method allerStat identifies statistically significant allergen-specific patterns in protein sequences.37086787 · Goto, Kento, Tamehiro, Norimasa, Yoshida, Takumi et al.2023 · 14 citationsThe Journal of biological chemistry. 2023;299(6):104733
Adaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation2304.01404v1 · Shota Hozumi, Kentaro Kutsukake, Kota Matsui et al.2023 · 0 citationsarXiv
Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning.36716701 · Hashimoto, Noriaki, Takagi, Yusuke, Masuda, Hiroki et al.2023 · 28 citationsMedical image analysis. 2023;85:102752
Transformer-based personalized attention mechanism for medical images with clinical records.36691660 · Takagi, Yusuke, Hashimoto, Noriaki, Masuda, Hiroki et al.2024 · 15 citationsJournal of pathology informatics. 2023;14:100185
Bayesian Optimization for Cascade-Type Multistage Processes.36283050 · Kusakawa, Shunya, Takeno, Shion, Inatsu, Yu et al.2022 · 6 citationsNeural computation. 2022;34(12):2408-2431
SMG6 regulates DNA damage and cell survival in Hippo pathway kinase LATS2-inactivated malignant mesothelioma.36335095 · Suzuki, Koya, Tange, Masaki, Yamagishi, Ryota et al.2022 · 13 citationsCell death discovery. 2022;8(1):446
Bayesian optimisation with transfer learning for NASICON-type solid electrolytes for all-solid-state Li-metal batteries.36337942 · Fukuda, Hiroko, Kusakawa, Shunya, Nakano, Koki et al.2024 · 18 citationsRSC advances. 2022;12(47):30696-30703
Pelagic seabirds reduce risk by flying into the eye of the storm.36194636 · Lempidakis, Emmanouil, Shepard, Emily L C, Ross, Andrew N et al.2022 · 25 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(41):e2212925119
A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy.36027725 · Takeno, Shion, Fukuoka, Hitoshi, Tsukada, Yuhki et al.2022 · 3 citationsNeural computation. 2022;34(10):2145-2203
Na superionic conductor-type LiZr2(PO4)3 as a promising solid electrolyte for use in all-solid-state Li metal batteries.35950409 · Nakayama, Masanobu, Nakano, Koki, Harada, Maho et al.2022 · 19 citationsChemical communications (Cambridge, England). 2022;58(67):9328-9340
Short chain fatty acids-producing and mucin-degrading intestinal bacteria predict the progression of early Parkinson's disease.35650236 · Nishiwaki, Hiroshi, Ito, Mikako, Hamaguchi, Tomonari et al.2022 · 116 citationsNPJ Parkinson's disease. 2022;8(1):65
A Confidence Machine for Sparse High-Order Interaction Model2205.14317v2 · Diptesh Das, Eugene Ndiaye, Ichiro Takeuchi2022 · 2 citationsarXiv
Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection2202.06593v3 · Vo Nguyen Le Duy, Ichiro Takeuchi2022 · 3 citationsarXiv
Subtype classification of malignant lymphoma using immunohistochemical staining pattern.35147848 · Hashimoto, Noriaki, Ko, Kaho, Yokota, Tatsuya et al.2022 · 13 citationsInternational journal of computer assisted radiology and surgery. 2022;17(7):1379-1389
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure.34710906 · Iwazaki, Shogo, Inatsu, Yu, Takeuchi, Ichiro2021 · 4 citationsNeural computation. 2021;33(12):3413-3466
A Semi-Supervised Approach for Automatic Crystal Structure Classification2111.01287v1 · Satvik Lolla, Haotong Liang, A. Gilad Kusne et al.2021 · 0 citationsarXiv
Valid and Exact Statistical Inference for Multi-dimensional Multiple Change-Points by Selective Inference2110.08989v1 · Ryota Sugiyama, Hiroki Toda, Vo Nguyen Le Duy et al.2021 · 4 citationsarXiv
Exact Statistical Inference for the Wasserstein Distance by Selective Inference2109.14206v3 · Vo Nguyen Le Duy, Ichiro Takeuchi2021 · 6 citationsarXiv
Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: An application to rugby union.34555042 · Bunker, Rory, Fujii, Keisuke, Hanada, Hiroyuki et al.2021 · 18 citationsPloS one. 2021;16(9):e0256329
AllerStat: Finding Statistically Significant Allergen-Specific Patterns in Protein Sequences by Machine Learning10.1101/2021.08.17.456743v1 · Goto, K., Tamehiro, N., Yoshida, T. et al.2021 · 1 citationbioRxiv
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model2106.04929v1 · Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada et al.2021 · 9 citationsarXiv
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