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researcher

E. Marconato

15 papers hereh-index 9341 citations25 works total

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

author position
  • first author6
  • middle author6
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.AI1
  • cs.CV1
  • cs.HC1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedBEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts

Emanuele Marconato, Samuele Bortolotti, Emile van Krieken +6

Neuro-symbolic (NeSy) AI aims to develop deep neural networks whose predictions comply with prior knowledge encoding, e.g. safety or structural constraints. As such, it represents…

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