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M. Brunato

2 papers hereh-index 172.2k citations75 works total

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

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.NE1
  • math.NA1

identity via Semantic Scholar / OpenAlex

most citedA Telescopic Binary Learning Machine for Training Neural Networks

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

math.NA2025

Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions

Roberto Battiti, Mauro Brunato

Bayesian Optimization (BO) for the minimization of expensive functions of continuous variables uses all the knowledge acquired from previous samples (xi​ and $f({\b…

cs.NE2015★ 3 cited

A Telescopic Binary Learning Machine for Training Neural Networks

Mauro Brunato, Roberto Battiti

This paper proposes a new algorithm based on multi-scale stochastic local search with binary representation for training neural networks. In particular, we study the effects of nei…

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