Font problem with Luatex

When compiling the slides with lualatex instead of pdflatex the font for the slide titles and section titles is somehow missing and replaced with the standard text (serif) font. LuaLaTeX also complains that some fonts are missing.

LaTeX Font Warning: Some font shapes were not available, defaults substituted.