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D. Pointcheval

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedDifferential Privacy Guarantees for Stochastic Gradient Langevin Dynamics

3 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 3 cited

Differential Privacy Guarantees for Stochastic Gradient Langevin Dynamics

Théo Ryffel, Francis Bach, David Pointcheval

We analyse the privacy leakage of noisy stochastic gradient descent by modeling Rényi divergence dynamics with Langevin diffusions. Inspired by recent work on non-stochastic algori…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.