For some [annoying] reason it's not a built-in option any more, but the Custom New Tab extension allows it:
https://microsoftedge.microsoft.com/addons/detail/custom-new-tab/onagfgjlokaciajhjmajljcfanonbmia
Install that and set the URL to about:blank, and you should be good.