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John Martinsson

7 papers hereh-index 9365 citations19 works total

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

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.SD2
  • cs.CV1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedSpecialized federated learning using a mixture of experts

15 citations · 30 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.LG2020★ 15 cited

Specialized federated learning using a mixture of experts

Edvin Listo Zec, Olof Mogren, John Martinsson +2

In federated learning, clients share a global model that has been trained on decentralized local client data. Although federated learning shows significant promise as a key approac…

eess.AS2020★ 14 cited

Adversarial representation learning for private speech generation

David Ericsson, Adam Östberg, Edvin Listo Zec +2

As more and more data is collected in various settings across organizations, companies, and countries, there has been an increase in the demand of user privacy. Developing privacy…

cs.LG2020

Adversarial representation learning for synthetic replacement of private attributes

John Martinsson, Edvin Listo Zec, Daniel Gillblad +1

Data privacy is an increasingly important aspect of many real-world Data sources that contain sensitive information may have immense potential which could be unlocked using the rig…

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