The Salida Performing Arts Foundation says the concert at a private residence March 27 will also include cellist Michael Reynolds and tenor Dennis McNeil.
Tickets cost $500 a person, or $5,000 for a table of eight.
Salida Performing Arts Foundation co-founder Brad Friley says he hopes to use the money to purchase additional violins for fourth-graders at Salida's Sisk Elementary School.
Rice, who was secretary of state under President George W. Bush, is an accomplished pianist. She is currently a fellow at Stanford University's Hoover Institution.