182 citations · 239 across the 12 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CY2019★ 8 cited
Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations
Lun Wang, Joseph P. Near, Neel Somani +4
The increasing pace of data collection has led to increasing awareness of privacy risks, resulting in new data privacy regulations like General data Protection Regulation (GDPR). S…
cs.LG2019
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms
Ruoxi Jia, David Dao, Boxin Wang +6
Given a data set containing millions of data points and a data consumer who is willing to pay for $ to train a machine learning (ML) model over , how…
cs.LG2019★ 182 cited
Towards Efficient Data Valuation Based on the Shapley Value
Ruoxi Jia, David Dao, Boxin Wang +7
"How much is my data worth?" is an increasingly common question posed by organizations and individuals alike. An answer to this question could allow, for instance, fairly distribut…