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J. Martín-Guerrero

8 papers hereh-index 384.3k citations147 works total

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

author position
  • middle author4
  • last author2

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • quant-ph4
  • stat.ML2
  • cond-mat.stat-mech1
  • q-bio.NC1
same name
  • J. Martín-Guerrero — 4 papers, h 5

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

activity
20152022
most citedMachine learning method for single trajectory characterization

154 citations · 360 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2019★ 2 cited

A Probabilistic framework for Quantum Clustering

Raúl V. Casaña-Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell +2

Quantum Clustering is a powerful method to detect clusters in data with mixed density. However, it is very sensitive to a length parameter that is inherent to the Schrödinger equat…

stat.ML2015★ 77 cited

Optimization of anemia treatment in hemodialysis patients via reinforcement learning

Pablo Escandell-Montero, Milena Chermisi, José M. Martínez-Martínez +8

Objective: Anemia is a frequent comorbidity in hemodialysis patients that can be successfully treated by administering erythropoiesis-stimulating agents (ESAs). ESAs dosing is curr…

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