Ruby, 2120 bytes
->(b){"*"*b?**b.to_i(2)}
It goes from binary to a decimal integer, and becomes a factor by which an asterisk stringchar is multiplied.
(Idea to switch to char from string was suggested by Travis. Thanks!)
Ruby, 21 bytes | (old)
->(b){"*"*b.to_i(2)}
Same as the upper one, but the upper one has been improved.