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researcher

Mikko A. Heikkilä

4 papers hereh-index 6169 citations12 works total

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

author position
  • first author2
  • middle author2

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

fields
  • cs.CR1
  • cs.LG1
  • q-bio.QM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedDifferentially private cross-silo federated learning

22 citations · 33 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019★ 11 cited

Differentially Private Markov Chain Monte Carlo

Mikko A. Heikkilä, Joonas Jälkö, Onur Dikmen +1

Recent developments in differentially private (DP) machine learning and DP Bayesian learning have enabled learning under strong privacy guarantees for the training data subjects. I…

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