115 citations · 816 across the 62 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 5 cited
Calibrating Noise to Variance in Adaptive Data Analysis
Vitaly Feldman, Thomas Steinke
Datasets are often used multiple times and each successive analysis may depend on the outcome of previous analyses. Standard techniques for ensuring generalization and statistical…
cs.LG2017★ 5 cited
Generalization for Adaptively-chosen Estimators via Stable Median
Vitaly Feldman, Thomas Steinke
Datasets are often reused to perform multiple statistical analyses in an adaptive way, in which each analysis may depend on the outcomes of previous analyses on the same dataset. S…
cs.LG2017★ 1 cited
On the Power of Learning from -Wise Queries
Vitaly Feldman, Badih Ghazi
Several well-studied models of access to data samples, including statistical queries, local differential privacy and low-communication algorithms rely on queries that provide infor…