Did you know you can create a continuous-time version of (almost) any discrete-time optimizer and use super useful tools predominantly exclusive to continuous processes?

It's called Poissonization.

Amazing work by Ben (not saying bc he's my student).

arxiv.org/pdf/2502.07584
w/Maxime and George