Before revision:  Our CSs are based on  local linear regression, and are bias-aware, in the sense that they explicitly take the possible smoothing bias  into account.
After revision:  Our CSs are based on local linear regression, and are bias-aware, in the sense that they take possible smoothing bias into account.