28 citations · 91 across the 12 of their papers we have counts for
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math.ST2019★ 5 cited
Privately detecting changes in unknown distributions
Rachel Cummings, Sara Krehbiel, Yuliia Lut +1
The change-point detection problem seeks to identify distributional changes in streams of data. Increasingly, tools for change-point detection are applied in settings where data ma…
math.ST2018★ 15 cited
Differentially Private Change-Point Detection
Rachel Cummings, Sara Krehbiel, Yajun Mei +2
The change-point detection problem seeks to identify distributional changes at an unknown change-point k* in a stream of data. This problem appears in many important practical sett…