2021
A Framework for Private Matrix Analysis in Sliding Window Model
ICML 2021spotlight
We perform a rigorous study of private matrix analysis when only the last $W$ updates to matrices are considered useful for analysis. We show the existing framework in the non-private setting is not robust to noise required for privacy. We then propose a framework robust to noise and use it to give…