Since the last time my cursor disappeared, I started from scratch, reinstalled 18.04.03, and it worked on a Dell R620. I came back to the machine the next day, my cursor was gone again. I had not updated the machine manually.
I have since then tried updating everything, and nothing has fixed the missing cursor.
edit: I submitted a bug report.
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