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Masayuki Karasuyama

Regret Analysis for Randomized Gaussian Process Upper Confidence Bound

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Sep 02, 2024
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Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute

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Feb 10, 2024
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Multi-Objective Bayesian Optimization with Active Preference Learning

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Nov 22, 2023
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Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds

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Nov 07, 2023
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Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes

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Feb 03, 2023
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Randomized Gaussian Process Upper Confidence Bound with Tight Bayesian Regret Bounds

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Feb 03, 2023
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Bayesian Optimization for Distributionally Robust Chance-constrained Problem

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Feb 02, 2022
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Bayesian Optimization for Cascade-type Multi-stage Processes

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Nov 26, 2021
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Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound

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Feb 19, 2021
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Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling

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Mar 15, 2020
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