Private-equity giant Blackstone Group's fourth-quarter loss narrowed, and a measure of adjusted profit rose, beating analysts' estimates, as the company's revenue increased sharply.

Shares jumped 6.2% to $17.70 premarket. As of Wednesday's close, the stock had risen 26% the past year.