Both suggest stilted business language. I'd say in regard to , with regard to or as regards were all correct, but I'd prefer to say regarding , if I wanted to strike that particular note. I think in regards to is unidiomatic in British English.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.