Conformal Prediction: How to quantify uncertainty of machine learning models? Valencia, Spain, September 10, 2023

1st Jan 1970

Conformal Prediction: How to quantify uncertainty of machine learning models?

September, 10, 2023

The next ECAS-ENBIS half-day summer school will take place in Valencia (Spain), as a pre-conference course of ENBIS-23. This short course entitled "Conformal Prediction: How to quantify uncertainty of machine learning models?" is a first introduction to Conformal Prediction, aimed at a broad audience of practitioners and researchers. It requires basic knowledge in statistics, probability and machine learning (including regression, classification, training and validation splitting strategies, for example, but no prior knowledge in any specific machine learning algorithms is required). Available software and implementations of Conformal Prediction will be reviewed. Finally new developments on time series forecasting will be provided.




The registration is open.



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