Is there a way to handle exceptions thrown by a task without the task freezing the UI?

Question

public async void CallTask()
{
    try
    {
        await Task.Run(MyTaskMethod);
    }
    catch (ArgumentException ex) // Exception doesn\'t get handled
    {