A track-type work machine is provided, including a roller frame and a track extending about the roller frame. A track roller is mounted along the roller frame and rotatable against the track. The track roller is rotatably supported by a bearing that includes a shaft extending in the track roller and at least one sleeve rotatable about the shaft. At least one of the sleeve and the track roller include a load transmitting crown. A method is further provided of reducing edge loading of a track roller bearing, by transmitting selected loads on the bearing toward a center thereof at least in part by crowning a rotatable sleeve of the bearing.