If you have a common network drive it should work, although may be a little slower on the install (network traffic etc).
edit: I should add that you would want to run the .exe and have the extract destination on that network drive for others to access the setup.exe. We used to do that, but found distributing the downloaded file and having it expanded locally in remote offices was a better choice.