Reportedly, they used to stay in a hotel whenever they visited the city.
Talking about the property, it features a zero-edge infinity pool, olive trees, a fire pit and a courtyard. Inside the house, the 6100sq ft has five bedrooms, seven bathrooms, a library, a bar, a wine cellar, and a home theatre.
According to the report, it is a 1930s Monterey Colonial house that was recently renovated by Hollywood production designer Charles Infante.
The pop star earlier owned a house in Calabasas which he sold to reality star Kourtney Kardashian in 2014 for $7.2 million.