there are white Latinos. they would've been descendants of Spanish or Portuguese colonizers who didn't intermarry much or at all. Latino is an ethnicity, white is a race, at least according to the Census.
Louis CK, Snooki, Vanna White, Charlie Sheen, Nicole Richie, and Ryan Lochte are all considered white, but have Latino ancestry.