Shion Takeno

Venues

Frequent coauthors

Papers

1. Distributionally Robust Active Learning for Gaussian Process Regression
   ICML 2025 · Shion Takeno
2. Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance
   ICML 2025 ·

   Shogo Iwazaki

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3. Near-Optimal Algorithm for Non-Stationary Kernelized Bandits
   AISTATS 2025 ·

   Shogo Iwazaki

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4. No-Regret Bayesian Optimization with Stochastic Observation Failures
   AISTATS 2025 ·

   Shogo Iwazaki

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5. Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty
   AISTATS 2024 ·

   Yu Inatsu

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6. Multi-Objective Bayesian Optimization with Active Preference Learning
   AAAI 2024 ·

   Ryota Ozaki

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7. Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
   ICML 2024 · Shion Takeno
8. Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum
   AISTATS 2024 ·

   Shogo Iwazaki

   DBLP profile ↗ORCID search ↗