option 1
Edit C:\Users\Default\AppData\Local\Microsoft\Windows\Shell\LayoutModification.xml
Edit/Remove <CustomTaskbarLayoutCollection>
option 2
Edit %userprofile%\AppData\Local\Microsoft\Windows\Shell\LayoutModification.xml
Remove entries from <taskbar:TaskbarPinList>.
option 3
Change registry so *nothing* can be pinned at all.
HKEY_CURRENT_USER\SOFTWARE\Policies\Microsoft\Windows\Explorer
New DWORD NoPinningToTaskbar with value 1.
option 4
Change registry
Computer\HKEY_CURRENT_USER\SOFTWARE\Microsoft\Windows\CurrentVersion\Explorer\Taskband
Set Favorites to 0xff.