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SkillsCast

An introduction to modelling uncertainty with Gaussian Processes

16th May 2016 in London at CodeNode

There are 1 other SkillsCast available from Probabilistic Programming and Gaussian Processes

Modelling uncertainty allows us to quantify risk, optimize robustly, and ultimately make better-informed decisions. In this talk Karl will motivate this approach and introduce the concept of Gaussian processes for regression and classification. He will show some practical applications of Gaussian processes, and also present ideas on how to get around one of the big limitations of such statistical models: scalability.

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An introduction to modelling uncertainty with Gaussian Processes

SkillsCast

Modelling uncertainty allows us to quantify risk, optimize robustly, and ultimately make better-informed decisions. In this talk Karl will motivate this approach and introduce the concept of Gaussian processes for regression and classification. He will show some practical applications of Gaussian processes, and also present ideas on how to get around one of the big limitations of such statistical models: scalability.

YOU MAY ALSO LIKE:

Thanks to our sponsors

About the Speaker

An introduction to modelling uncertainty with Gaussian Processes