Infante agreed to a minor league deal with the White Sox, Matt Eddy of Baseball America reports.
The 29-year-old struggled in 2016, accumulating a 5.11 ERA across 61.2 innings with the Phillies' Double-A and Triple-A affiliates. He hasn't pitched in the majors since 2010, and that doesn't look like it will change with the White Sox next season.