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Kristofer G. Reyes

Pessimistic asynchronous sampling in high-cost Bayesian optimization

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Jun 21, 2024
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A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows

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Jan 13, 2023
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Exact Gaussian Processes for Massive Datasets via Non-Stationary Sparsity-Discovering Kernels

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May 18, 2022
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Problem-fluent models for complex decision-making in autonomous materials research

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Mar 13, 2021
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A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model

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Aug 06, 2015
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