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Huong Ha

High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy

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Feb 05, 2024
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Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation

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Jun 12, 2023
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Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks

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Dec 27, 2022
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An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems

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Dec 16, 2022
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ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms

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Apr 11, 2021
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Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces

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Feb 14, 2021
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High Dimensional Level Set Estimation with Bayesian Neural Network

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Dec 17, 2020
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Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces

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Sep 09, 2020
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Distributionally Robust Bayesian Quadrature Optimization

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Jan 19, 2020
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Bayesian Optimization with Unknown Search Space

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Oct 29, 2019
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