Emma Stone and husband Dave McCary welcomed their first 𝑏𝑎𝑏𝑦, a daughter, in March 2021

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Emma Stone and Dave McCary are keeping close while abroad.

The Oscar winner, 33, and her former Saturday Night Live writer husband, 36, were photographed holding hands in Paris on Monday.

Stone first met McCary on the Saturday Night Live set when she hosted in 2016, and they collaborated on a taped sketch titled “Wells for Boys.” Since then, the couple — who quietly married in 2020 after getting engaged in December 2019 — have kept their romance low-key.

PEOPLE confirmed in March 2021 that the pair welcomed their first 𝑏𝑎𝑏𝑦 together, a daughter.

A source close to Stone previously told PEOPLE that she and the Brigsby Bear director “have a great marriage” and “are a very grounded and private couple.”

“Emma is close to her family and good friends but not the type to flaunt her personal life,” the source said. “Dave respects that about her and is the same way. They have a great life together and support each other.”

Emma Stone Makes Rare Appearance with Husband Dave McCary at Padres Baseball Game

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Back in November 2018, the Cruella actress opened up about starting a family, telling ELLE that her desire to have kids evolved with age.

“My perspective about kids has changed as I’ve gotten older,” she said at the time. “I never 𝑏𝑎𝑏𝑦sat or anything. As a teenager, I was like, ‘I’m never getting married, I’m never having kids.’ And then I got older and I was like, ‘I really want to get married, I really want to have kids.’ ”

“My 20s were a really interesting time, and there’s been a lot that has happened in these past 10 years, both positive and not as positive,” Stone added. “It’s weird how much turning 30 crystallizes your life. Instead of just living the dreams that I had in my youth and getting to do the job that I love to do and making friends and going through all of that, it’s like, now what do I actively want as an adult?”