205 citations · 261 across the 7 of their papers we have counts for
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cs.MA2020★ 2 cited
A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings
Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings
We introduce a practical and scalable algorithm (PALMA) for solving one of the fundamental problems of multi-agent systems -- finding matches and allocations -- in unboundedly larg…
stat.ML2020
Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees
Aleksei Triastcyn, Boi Faltings
This paper considers the problem of enhancing user privacy in common machine learning development tasks, such as data annotation and inspection, by substituting the real data with…