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researcher

Danilo Numeroso

7 papers hereh-index 5139 citations9 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 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.NE1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedExplaining Deep Graph Networks with Molecular Counterfactuals

18 citations · 22 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.NE2023★ 1 cited

Neural Algorithmic Reasoning for Combinatorial Optimisation

Dobrik Georgiev, Danilo Numeroso, Davide Bacciu +1

Solving NP-hard/complete combinatorial problems with neural networks is a challenging research area that aims to surpass classical approximate algorithms. The long-term objective i…

cs.LG2023★ 1 cited

Dual Algorithmic Reasoning

Danilo Numeroso, Davide Bacciu, Petar Veličković

Neural Algorithmic Reasoning is an emerging area of machine learning which seeks to infuse algorithmic computation in neural networks, typically by training neural models to approx…

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