13 citations · 50 across the 15 of their papers we have counts for
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cs.LG2017★ 8 cited
Online Learning via the Differential Privacy Lens
Jacob Abernethy, Young Hun Jung, Chansoo Lee +2
In this paper, we use differential privacy as a lens to examine online learning in both full and partial information settings. The differential privacy framework is, at heart, less…
cs.CR2017★ 4 cited
Local Differential Privacy for Physical Sensor Data and Sparse Recovery
Anna C. Gilbert, Audra McMillan
In this work we explore the utility of locally differentially private thermal sensor data. We design a locally differentially private recovery algorithm for the 1-dimensional, disc…