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Within the Parakeet proposal, a "representation" is an encoded vector of a user's interaction with previous contexts.[1]

The goal of a representation is to provide some input to buyer modeling processes to calculate correlations of marketer desirability with prior contextual topic interactions.

Restricted functions

To prevent buyers or sellers from reverse engineering the prior context visit patterns, Microsoft recommends using differential privacy methods to generate the representation vector.

See Also