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07/18/2023
A Unifying Framework for Differentially Private Sums under Continual Observation
We study the problem of maintaining a differentially private decaying su...
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11/09/2022
Almost Tight Error Bounds on Differentially Private Continual Counting
The first large-scale deployment of private federated learning uses diff...
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09/06/2020
A Framework for Private Matrix Analysis
We study private matrix analysis in the sliding window model where only ...
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01/02/2020
Compressed Quadratization of Higher Order Binary Optimization Problems
Recent hardware advances in quantum and quantum-inspired annealers promi...
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11/22/2019