You can't. It's occasionally a pain, but you wouldn't be able to call it using normal techniques anyway.
In a blog post I've suggested static interfaces which would only be usable in generic type constraints - but could be really handy, IMO.
One point about if you could define a constructor within an interface, you'd have trouble deriving classes:
public class Foo : IParameterlessConstructor
{
public Foo() // As per the interface
{
}
}
public class Bar : Foo
{
// Yikes! We now don't have a parameterless constructor...
public Bar(int x)
{
}
}