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researcher

A. Tonda

3 papers hereh-index 231.9k citations162 works total

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

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NE1

identity via Semantic Scholar / OpenAlex

most citedModeling Generalization in Machine Learning: A Methodological and Computational Study

29 citations · 32 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2020★ 29 cited

Modeling Generalization in Machine Learning: A Methodological and Computational Study

Pietro Barbiero, Giovanni Squillero, Alberto Tonda

As machine learning becomes more and more available to the general public, theoretical questions are turning into pressing practical issues. Possibly, one of the most relevant conc…

cs.LG2020★ 3 cited

Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms

Pietro Barbiero, Giovanni Squillero, Alberto Tonda

A coreset is a subset of the training set, using which a machine learning algorithm obtains performances similar to what it would deliver if trained over the whole original data. C…

cs.NE2018

Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms

D. Bucur, G. Iacca, M. Gaudesi +2

In novel forms of the Social Internet of Things, any mobile user within communication range may help routing messages for another user in the network. The resulting message deliver…

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