Curry scored 43 points for the Warriors but it was Walker, who recorded 27 of his 31 points, who inspired the Charlotte Bobcats to a 115-111 victory.
"Everybody knows he's a great player, a great scorer," Walker told reporters. "I love to play against the best. He made some tough shots.
"We came out with the win. That's all I really care about at this point."
Walker is averaging 17.3 points per game this season.