29 citations · 85 across the 23 of their papers we have counts for
5 papers · 1 filter
Calibration with Privacy in Peer Review
Wenxin Ding, Gautam Kamath, Weina Wang +1
Reviewers in peer review are often miscalibrated: they may be strict, lenient, extreme, moderate, etc. A number of algorithms have previously been proposed to calibrate reviews. Su…
On the Privacy-Utility Tradeoff in Peer-Review Data Analysis
Wenxin Ding, Nihar B. Shah, Weina Wang
A major impediment to research on improving peer review is the unavailability of peer-review data, since any release of such data must grapple with the sensitivity of the peer revi…
Privacy-Utility Tradeoffs in Routing Cryptocurrency over Payment Channel Networks
Weizhao Tang, Weina Wang, Giulia Fanti +1
Payment channel networks (PCNs) are viewed as one of the most promising scalability solutions for cryptocurrencies today. Roughly, PCNs are networks where each node represents a us…
On the Relation Between Identifiability, Differential Privacy and Mutual-Information Privacy
Weina Wang, Lei Ying, Junshan Zhang
This paper investigates the relation between three different notions of privacy: identifiability, differential privacy and mutual-information privacy. Under a unified privacy-disto…
A Minimax Distortion View of Differentially Private Query Release
Weina Wang, Lei Ying, Junshan Zhang
We consider the problem of differentially private query release through a synthetic database approach. Departing from the existing approaches that require the query set to be speci…