Single Bet = -EV, Multiple Bets = +EV

[AaronBrown]

Hedge funds use "high water mark" to avoid this problem. If the player makes money on day 1, you get half and you can either call off the deal or continue. But if the player loses money day 1, you cover the loss, but now you get a higher percentage of winnings until the loss is made up from the excess.