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Ichiro Takeuchi

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Bayesian Active Learning for Structured Output Design

Nov 09, 2019
Kota Matsui, Shunya Kusakawa, Keisuke Ando, Kentaro Kutsukake, Toru Ujihara, Ichiro Takeuchi

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Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty

Oct 26, 2019
Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi

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Computing Full Conformal Prediction Set with Approximate Homotopy

Sep 20, 2019
Eugene Ndiaye, Ichiro Takeuchi

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Active learning for level set estimation under cost-dependent input uncertainty

Sep 13, 2019
Yu Inatsu, Masayuki Karasuyama, Keiichi Inoue, Ichiro Takeuchi

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Computing Valid p-values for Image Segmentation by Selective Inference

Jun 03, 2019
Kosuke Tanizaki, Noriaki Hashimoto, Yu Inatsu, Hidekata Hontani, Ichiro Takeuchi

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Statistically Discriminative Sub-trajectory Mining

May 06, 2019
Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Nishi, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi

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Active learning for enumerating local minima based on Gaussian process derivatives

Mar 08, 2019
Yu Inatsu, Daisuke Sugita, Kazuaki Toyoura, Ichiro Takeuchi

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Multi-fidelity Bayesian Optimization with Max-value Entropy Search

Jan 24, 2019
Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama

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Safe Grid Search with Optimal Complexity

Oct 12, 2018
Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi

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Safe Triplet Screening for Distance Metric Learning

Oct 05, 2018
Tomoki Yoshida, Ichiro Takeuchi, Masayuki Karasuyama

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