Unable to find users in Schedule Future Runs in Reports in Salesforce

Problem:

Solution:  

1. Give the Report Folder access to all users.

2. Add individual users as recipients in the Schedule Future Runs.

 3. Finally re-restrict the Report Folder access to desired roles and/or groups.