We study price discrimination where consumers know at the time of contracti
ng only the distribution of their valuations but subsequently learn their a
ctual valuations. Consumers are sequentially screened, as in a menu of refu
nd contracts. Initial valuation uncertainty can differ in terms of first-or
der stochastic dominance or mean-preserving-spread. In both cases, optimal
mechanisms depend on informativeness of consumers' initial knowledge about
their valuations, not on uncertainty that affects all consumers. It can be
optimal to "subsidize" consumers with smaller valuation uncertainty through
low refund to reduce the rent to those who face greater uncertainty and pu
rchase more "flexible" contracts.