Auto-Archive and Mute. Premium users can set new chats from no | Telegram Tips

Auto-Archive and Mute. Premium users can set new chats from non-contacts to automatically go to their Archived Chats with notifications disabled.

Enable this setting via Settings > Privacy and Security > Archive and Mute. This option will also appear for any free users who have many chats with non-contacts.