Expose an easier approach for styling the buttons that are placed over the slider's track. For example Style properties. Those RepeatButtons have their x:Names set to "LargeIncreaseHandler" and "LargeDecreaseHandler". 

Currently, in order to modify their appearance (like Background for example) you will need to override the entire ControlTemplate of RadSlider.