 The absence of arbitrage opportunities is guaranteed by penalizing the loss using soft constraints on an extended grid of input values.
<clarity>  The absence of arbitrage opportunities is guaranteed by penalizing the loss using soft constraints on an extended grid of input values.
 We propose an approach guaranteeing the absence of arbitrage opportunities is guaranteed by penalizing the loss using soft constraints on an extended grid of input values.