Jonathan Kehayias has an useful blog post about what is causing this problem:
https://www.sqlskills.com/blogs/jonathan/why-i-hate-the-ring_buffer-target-in-extended-events/
It doesn't give any solutions but it does explain why it's happening.
tl;dr: The missing events may...