of consumers about their privacy, particularly on the Internet. The American literature traditionally identifies three …

policy requiring list prices to be public). Otherwise, more protective privacy regulations have ambiguous effects on consumer …

policy requiring list prices to be public). Otherwise, more protective privacy regulations have ambiguous effects on consumer …

This paper examines how data-driven personalized decisions can be made while preserving consumer privacy. Our setting … consumer privacy, or (formally) that it be differentially private -- an industry standard for privacy preservation. We develop … privacy-preserving personalized pricing algorithms and show that they achieve near-optimal revenue by deriving theoretical …