var exceptions = ErrorCollectionExtension.GetErrorsAsExceptions(compiler.Errors);
throw new AggregateException("Error", exceptions);

public MyException(string message, IEnumerable<Exception> innerExceptions)
        : base(message, innerExceptions)
    {

    }