Rethrow exception in java

I have a very simple question about re-throwing exception in Java.

Here is the code snippet:

public static void main(String[] args) throws FileNotFoundException {
    try {
        FileReader reader = new FileReader("java.pdf");
    } catch (FileNotFoundException ex) {
        throw ex;
    }
}

public static void main(String[] args) throws FileNotFoundException {        
        FileReader reader = new FileReader("java.pdf");        
}

Why do we need to re-throw ex in the first version while the second version looks more elegant? What might be the benefits and which version is preferred over the other?