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researcher

Giacomo Le Pera

8 papers hereh-index 346 citations12 works total

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

author position
  • first author1
  • middle author4
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • q-fin.RM3
  • q-fin.ST2
  • cond-mat.dis-nn1
  • cs.LG1
  • q-fin.PR1
ORCID 0009-0005-8461-728X

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedMachine Learning approach for Credit Scoring

2 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing q-fin.STShow all

2 papers · 1 filter

q-fin.ST2025

Bridging Human Cognition and AI: A Framework for Explainable Decision-Making Systems

N. Jean, G. Le Pera

Explainability in AI and ML models is critical for fostering trust, ensuring accountability, and enabling informed decision making in high stakes domains. Yet this objective is oft…

q-fin.ST2020★ 2 cited

Machine Learning approach for Credit Scoring

A. R. Provenzano, D. Trifirò, A. Datteo +7

In this work we build a stack of machine learning models aimed at composing a state-of-the-art credit rating and default prediction system, obtaining excellent out-of-sample perfor…

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