You can change your address yourself by going to the profile section of your account. This change might require authentication.
On the Stake app:
Go to More > Profile
Tap your address
Insert the change and confirm
On the web platform:
Go to Account (person icon) > Profile
Under Account Details, toggle to address and click edit
Insert the change and confirm