The restaurant opened last week in the city's outskirts, initially displaying a giant poster of Hitler.
But now one of the restaurant's owners has acknowledged that naming the restaurant after Hitler was "most inappropriate" and has apologised.
The small Jewish community said they were insulted over the choice of name.