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Bruno Casella

University of Turin

6 papers hereh-index 7147 citations23 works total

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

author position
  • sole author1
  • first author4
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR1
affiliations
  • University of Turin
HomepageORCID 0000-0002-9513-6087

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedBenchmarking FedAvg and FedCurv for Image Classification Tasks

6 citations · 12 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 3 cited

Transfer Learning via Test-Time Neural Networks Aggregation

Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato +1

It has been demonstrated that deep neural networks outperform traditional machine learning. However, deep networks lack generalisability, that is, they will not perform as good as…

cs.LG2022★ 2 cited

FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto +4

In the medical field, multi-center collaborations are often sought to yield more generalizable findings by leveraging the heterogeneity of patient and clinical data. However, recen…

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