Explore repeated terms in a function
odow opened this issue · comments
Oscar Dowson commented
A lot of problems have the form: sum_i f(x_i)
, for example machine learning problems where the sum is over observations in a dataset. We can improve the performance of this if we identify the common f
term.
This structure appears in the inverse ising problems [private link]:
https://github.com/lanl-ansi/nlp-jump-examples/blob/47d6ccb26c6041390b0662b1d8c1041f28d787ed/inverse_ising/inverse_ising-logrise.jl#L37-L40