The couple revealed they were expecting a third baby in August.
"That was really hard for me because I didn't want that to end," the Glass Onion actress said of her relationship with Muse's frontman.
"I've always respected and supported her privacy with everything I've had," the actor wrote on Instagram. "I ask of you supportive and protective fans to do the same."