Former Treasury Secretary Timothy F. Geithner won't be the only famous person on stage for his upcoming book tour.

Ben Bernanke, the former chairman of the Federal Reserve, and Geithner's predecessor at the Treasury, Henry Paulson, will be among those appearing with Geithner as he promotes "Stress Test."

Crown Publishers announced Monday that the two-week tour will begin in New York on May 14, two days after "Stress Test" is released.

Geithner will be joined by CNBC's Jim Cramer on May 14, by Bernanke in Washington on May 22 and Paulson in Chicago on May 28. The tour will mark the first time Geithner has made public appearances with Bernanke or Paulson since he left the Treasury in 2013.

Other stops will include Philadelphia, Seattle, Miami and San Francisco.