In operator algebra theory, a conditional expectation is usually assumed to be a projection map onto a sub-algebra. In the paper, a further type of conditional expectation and an extension of the ...

Abstract: Given uncertainty in the input model and parameters of a simulation study, the goal of the simulation study often becomes the estimation of a conditional expectation. The conditional ...

This repository hosts the codebase associated with the research paper "Scalable method for Bayesian experimental design without integrating over posterior distribution" by Vinh Hoang, Luis Espath, ...

This is an imputation package for missing data, which can be easily installed with pip. The code repository associated with the paper: "Conditional expectation with regularization for missing data ...

Abstract: Resource-constrained data mining introduces many constraints when learning from large datasets. It is often not practical or possible to keep the entire data set in main memory and often the ...