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Numerical integration is the task to calculate the numerical value of a definite integral or the numerical solution of differential equations.
These leaderboards are used to track progress in Numerical Integration
Traditionally this problem can be solved with nonparametric estimation using the empirical characteristic functions (ECF), assuming certain regularity, and results to date are mostly in 1D.
In the context of high penetration of renewables and power electronics, the need to build dynamic models of power system components based on accessible measurement data has become urgent.
Integration over non-negative integrands is a central problem in machine learning (e. g. for model averaging, (hyper-)parameter marginalisation, and computing posterior predictive distributions).