That's really not my forte, sorry :x

My random guess would be trying to model the random variable not as a Bernoulli, but something that is a general case of it or related to it. Some names come to mind, but I have no idea if they would really work (or make real sense): beta distribution, beta-binomial and the Dirichlet distribution.