We provide a general mathematical framework for group and set equivariance in machine learning. We define group equivariant non-expansive operators (GENEOs) as maps between function spaces associated ...

Operators have many decisions to make about how to drill and complete their wells: how long of a lateral, how many perforation stages, what is optimal spacing, what type of proppant to use, how much ...