SI
Shogo Iwazaki
cs.LGstat.MLcs.CVmath.OCstat.ME
On Valency
published · living versionsW_2drkrc2n·v1 · currentpublished
Near-Optimal Regret Bounds for UCB-Style Gaussian Process Bandits via Data Thinning
with Shion Takeno, Ichiro Takeuchi
1 version
Preprints & journals
14 papers in the corpus · 2019–2026Near-Optimal Regret Bounds for UCB-Style Gaussian Process Bandits via Data Thinning2610.28136v1 · Shion Takeno, Shogo Iwazaki, Ichiro Takeuchi2026 · 0 citationsarXivon Valency
Improved Regret Analysis for Parallel Gaussian Process Bandit Optimization2608.16492v2 · Shion Takeno, Shogo Iwazaki2026 · 0 citationsarXiv
Nearly Optimal Algorithms for Adversarial Kernelized Bandits2605.10299v3 · Shogo Iwazaki2026 · 0 citationsarXiv
On Regret Bounds of Thompson Sampling for Bayesian Optimization2603.09276v2 · Shion Takeno, Shogo Iwazaki2026 · 0 citationsarXiv
High-dimensional Nonparametric Contextual Bandit Problem2505.14102v1 · Shogo Iwazaki, Junpei Komiyama, Masaaki Imaizumi2025 · 0 citationsarXiv
Dose-finding design based on level set estimation in phase I cancer clinical trials2504.09157v1 · Keiichiro Seno, Kota Matsui, Shogo Iwazaki et al.2025 · 0 citationsarXiv
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance2502.06363v1 · Shogo Iwazaki, Shion Takeno2025 · 0 citationsarXiv
Near-Optimal Algorithm for Non-Stationary Kernelized Bandits2410.16052v1 · Shogo Iwazaki, Shion Takeno2024 · 0 citationsarXiv
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
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure.34710906 · Iwazaki, Shogo, Inatsu, Yu, Takeuchi, Ichiro2021 · 4 citationsNeural computation. 2021;33(12):3413-3466
Active learning for distributionally robust level-set estimation2102.04000v1 · Yu Inatsu, Shogo Iwazaki, Ichiro Takeuchi2021 · 5 citationsarXiv
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference2010.01823v3 · Vo Nguyen Le Duy, Shogo Iwazaki, Ichiro Takeuchi2020 · 7 citationsarXiv
Mean-Variance Analysis in Bayesian Optimization under Uncertainty2009.08166v1 · Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi2020 · 13 citationsarXiv
Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty1910.12043v1 · Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi2019 · 10 citationsarXiv
Career total: 20 works. 14 are in this corpus.
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