LOS ANGELES—Attorney Michael Avenatti was arrested Wednesday on a charge of domestic violence, according to the Los Angeles Police Department.

The Associated Press reported that Mr. Avenatti was released from police custody. His bail was set at $50,000, according to the LAPD.

In a statement sent through his law office, Mr. Avenatti denied...