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Javier Mancilla

2 papers here

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG1
  • q-fin.RM1
same name
  • Javier Mancilla — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedEmpowering Credit Scoring Systems with Quantum-Enhanced Machine Learning

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

collaborators

2 papers

cs.LG2024

A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning

Hamed Gholipour, Farid Bozorgnia, Kailash Hambarde +5

Laplacian learning method is a well-established technique in classical graph-based semi-supervised learning, but its potential in the quantum domain remains largely unexplored. Thi…

q-fin.RM2024★ 2 cited

Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning

Javier Mancilla, André Sequeira, Tomas Tagliani +2

Quantum Kernels are projected to provide early-stage usefulness for quantum machine learning. However, highly sophisticated classical models are hard to surpass without losing inte…

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