Samsung are wrong, quite simply.
I am using HDMI and my monitor (HP Pavilion 23xi) is perfectly able to sleep.
Check your graphics settings, and if the monitor goes to sleep within say 30 seconds after switching your PC off, then you know that it's a driver issue.