Calling inflation an "unfair burden," Federal Reserve Chairman Kevin Warsh on Tuesday reiterated his call for "regime change" at the central bank.

"It has been a tax on the American people and businesses. We plan on getting rid of that tax," he said. "That means we need a regime change in policy, and we need new consideration of practices, some of which have been working, some of which haven't."