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Ichiro Takeuchi

12 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ICML ×4AISTATS ×3AAAI ×2MICCAI ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Shion Takeno
×4
Tomohiro Shiraishi
×4
Masayuki Karasuyama
×3
Yu Inatsu
×3
Shuichi Nishino
×3
Teruyuki Katsuoka
×3
Kazuki Ishikawa
×2
Ryota Ozaki
×2
Hiroyuki Hanada
×2
Noriaki Hashimoto
×2
Kouichi Taji
×2
Tatsuya Matsukawa
×2

Papers

  1. Statistically Robust Sparse High-order Interaction Model
    AAAI 2026 ·
    Diptesh Das
    , Ichiro Takeuchi,
    Koji Tsuda
  2. Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space
    SIGKDD 2025 ·
    Kazuki Ishikawa
    ,
    Ryota Ozaki
    ,
    Yohei Kanzaki
    , Ichiro Takeuchi,
    Masayuki Karasuyama
  3. Distributionally Robust Active Learning for Gaussian Process Regression
    ICML 2025 ·
    Shion Takeno
    ,
    Yoshito Okura
    ,
    Yu Inatsu
    ,
    Tatsuya Aoyama
    ,
    Tomonari Tanaka
    ,
    Satoshi Akahane
    ,
    Hiroyuki Hanada
    ,
    Noriaki Hashimoto
    ,
    Taro Murayama
    ,
    Hanju Lee
    ,
    Shinya Kojima
    , Ichiro Takeuchi
  4. Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion
    MICCAI 2025 ·
    Daiki Nishiyama
    ,
    Hiroaki Miyoshi
    ,
    Noriaki Hashimoto
    ,
    Koichi Ohshima
    ,
    Hidekata Hontani
    , Ichiro Takeuchi,
    Jun Sakuma
  5. Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
    NeurIPS 2025 ·
    Mizuki Niihori
    ,
    Shuichi Nishino
    ,
    Teruyuki Katsuoka
    ,
    Tomohiro Shiraishi
    ,
    Kouichi Taji
    , Ichiro Takeuchi
  6. Statistical Test for Auto Feature Engineering by Selective Inference
    AISTATS 2025 ·
    Tatsuya Matsukawa
    ,
    Tomohiro Shiraishi
    ,
    Shuichi Nishino
    ,
    Teruyuki Katsuoka
    , Ichiro Takeuchi
  7. Statistical Test for Feature Selection Pipelines by Selective Inference
    ICML 2025 ·
    Tomohiro Shiraishi
    ,
    Tatsuya Matsukawa
    ,
    Shuichi Nishino
    , Ichiro Takeuchi
  8. Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty
    AISTATS 2024 ·
    Yu Inatsu
    ,
    Shion Takeno
    ,
    Hiroyuki Hanada
    ,
    Kazuki Iwata
    , Ichiro Takeuchi
  9. CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference
    AISTATS 2024 ·
    Vo Nguyen Le Duy
    ,
    Hsuan-Tien Lin
    , Ichiro Takeuchi
  10. Multi-Objective Bayesian Optimization with Active Preference Learning
    AAAI 2024 ·
    Ryota Ozaki
    ,
    Kazuki Ishikawa
    ,
    Youhei Kanzaki
    ,
    Shion Takeno
    , Ichiro Takeuchi,
    Masayuki Karasuyama
  11. Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
    ICML 2024 ·
    Shion Takeno
    ,
    Yu Inatsu
    ,
    Masayuki Karasuyama
    , Ichiro Takeuchi
  12. Statistical Test for Attention Maps in Vision Transformers
    ICML 2024 ·
    Tomohiro Shiraishi
    ,
    Daiki Miwa
    ,
    Teruyuki Katsuoka
    ,
    Vo Nguyen Le Duy
    ,
    Kouichi Taji
    , Ichiro Takeuchi