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Marco Lorenzi

11 papers hereh-index 10866 citations17 works total

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

author position
  • middle author1
  • last author10

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

fields
  • cs.LG9
  • q-bio.QM1
  • stat.ML1
same name
  • Marco Lorenzi — 17 papers, h 26
  • Marco Lorenzi — 3 papers, h 2
  • Marco Lorenzi — 3 papers, h 1
  • Marco Lorenzi — 3 papers, h 2
  • Marco Lorenzi — 2 papers, h 1
  • Marco Lorenzi — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedClustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning

47 citations · 127 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023

Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models

Irene Balelli, Aude Sportisse, Francesco Cremonesi +2

Federated learning allows for the training of machine learning models on multiple decentralized local datasets without requiring explicit data exchange. However, data pre-processin…

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