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Nguyen Hong Quan

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Cost-effective data annotation with Bayesian experimental designPyData Global 20242024-12-03
Claims that Bayesian experimental design picks labels far more efficiently than random sampling, shows a concrete 100-element array example where the optimal…
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But what is a Gaussian process? Regression while knowing how certain you arePyData Global 20232023-12-06
Defines a Gaussian process as a predictive distribution that returns a mean and variance not a single point estimate and derives posteriors by conditioning a…
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Bayesian Optimization- Fundamentals, Implementation, and PracticePyData Global 20222022-12-01
Explains concrete claims: Bayesian optimization finds global optima with far fewer expensive evaluations by combining a Gaussian process surrogate with…
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Automatic Mushroom Farming with Open TechFOSSASIA Summit 20172017-03-17
Speaker(s): Nguyen Hong Quan (Ho Chi Minh City) Abstract: How we use free and open source software to build our automatic mushroom planting…
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