In what might be the oddest pairing of the year, Kanye West and Mary-Kate Olsen were spotted getting cozy earlier this week. The pair was seen hanging together at Submercer Nightclub in NYC on Wednesday night at West's 35th birthday party, E!Online.com reports. In fact, eyewitnesses claim they were kissing.

West split with two-year girlfriend Amber Rose last summer but recently made headlines when he made public jabs at Rose at this year's Coachella music festival. He changed the lyrics of 'Stronger' to include, "I did anything for a blonde dyke, and she'll do anything for the limelight," in reference to his relationship with Rose.

Mary-Kate seems to be following the lead of her sister Ashley, who was recently spotted with pop star-turned-actor Justin Timberlake.