Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate

Fengpei Li, Haoxian Chen, Jiahe Lin +7

For many complex simulation tasks spanning areas such as healthcare, engineering, and finance, Monte Carlo (MC) methods are invaluable due to their unbiased estimates and precise e…