Constraining the Parameters of High-Dimensional Models with Active Learning

Sascha Caron, Tom Heskes, Sydney Otten +1

Constraining the parameters of physical models with $>5-10$ parameters is a widespread problem in fields like particle physics and astronomy. The generation of data to explore this…