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Tag : kriging

Bayesian Optimization

Jun 12, 2018
digest

How to solve an optimization problem when the objective function and/or the constraints are expensive/impossible to compute?

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optimization kriging surrogate model

Gaussian Process Regressor - Addendum

Jun 8, 2018
digest

A collection of extra topics as a sequel to the GPR series.

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kriging surrogate model machine learning

Gaussian Process Regressor - Part III

Sep 28, 2017
digest

Finally, let’s talk about some variants of GPR.

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kriging surrogate model machine learning

Gaussian Process Regressor - Part II

Sep 26, 2017
digest

This time let’s focus on the hyperparameters.

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kriging surrogate model machine learning

Gaussian Process Regressor - Part I

Sep 22, 2017
digest

This time let’s talk about a non-parametric model.

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kriging surrogate model machine learning
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