His team called the LAPD Wednesday morning to report a burglary. The police are now investigating if anything from West's home is missing after the break-in, reported TMZ.
West, 34, is currently performing in England with Jay-Z as part of his European Watch the Throne Tour.
The home was recently put up for sale at the same time his girfriend, reality star Kim Kardashian, 31, put her LA home on the market.
"Kim is selling her home privately. Kanye and Kim are thinking about moving in together," said a source.