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Masayuki Karasuyama

5 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ICML ×2SIGKDD ×2AAAI ×1

Frequent coauthors

Ichiro Takeuchi
×3
Kazuki Ishikawa
×2
Ryota Ozaki
×2
Shion Takeno
×2
Yohei Kanzaki
×1
Masanori Ishikura
×1
Tajima Shinji
×1
Ren Sugihara
×1
Ryota Kitahara
×1
Youhei Kanzaki
×1
Yu Inatsu
×1

Papers

  1. 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
  2. Pareto-frontier Entropy Search with Variational Lower Bound Maximization
    ICML 2025 ·
    Masanori Ishikura
    , Masayuki Karasuyama
  3. Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute
    SIGKDD 2024 ·
    Tajima Shinji
    ,
    Ren Sugihara
    ,
    Ryota Kitahara
    , Masayuki Karasuyama
  4. Multi-Objective Bayesian Optimization with Active Preference Learning
    AAAI 2024 ·
    Ryota Ozaki
    ,
    Kazuki Ishikawa
    ,
    Youhei Kanzaki
    ,
    Shion Takeno
    ,
    Ichiro Takeuchi
    , Masayuki Karasuyama
  5. Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
    ICML 2024 ·
    Shion Takeno
    ,
    Yu Inatsu
    , Masayuki Karasuyama,
    Ichiro Takeuchi