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researcher

Carson E. Denison

11 papers hereh-index 142.6k citations18 works total

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

author position
  • first author2
  • middle author9

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.AI5
  • cs.CL3
  • cs.LG2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedHow to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy

157 citations · 280 across the 11 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022

Private Ad Modeling with DP-SGD

Carson Denison, Badih Ghazi, Pritish Kamath +6

A well-known algorithm in privacy-preserving ML is differentially private stochastic gradient descent (DP-SGD). While this algorithm has been evaluated on text and image data, it h…

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