The Expected Value (EV) formula is a mathematical concept used in probability theory and gambling to calculate the average value of a game or bet. In the context of the Martingale Strategy, players use the EV formula to assess the potential outcomes and expected value of their bets over a series of rounds. By understanding the mathematical backing, players can make informed decisions when employing the Martingale Strategy.