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Varando, Gherardo gherardo.varando@upm.es

INTELIGENCIA ARTIFICIAL / Universidad Politécnica de Madrid

Publications

A new class of generative classifiers based on staged tree models

  • Carli F
  • Leonelli M
  • Varando G

Knowledge-Based Systems - 23/5/2023

10.1016/j.knosys.2023.110488 View at source

  • ISSN 09507051

The R Package stagedtrees for Structural Learning of Stratified Staged Trees

  • Carli F
  • Leonelli M
  • Riccomagno E
  • Varando G

Journal Of Statistical Software (p. 1-30) - 1/1/2022

10.18637/jss.v102.i06 View at source

  • ISSN 15487660

On generating random Gaussian graphical models

  • Córdoba, I
  • Varando, G
  • Bielza, C
  • Larrañaga, P

International Journal Of Approximate Reasoning (p. 240-250) - 1/10/2020

10.1016/j.ijar.2020.07.007 View at source

  • ISSN 0888613X

Sparse Cholesky Covariance Parametrization for Recovering Latent Structure in Ordered Data

  • Córdoba, I
  • Bielza, C
  • Larrañaga, P
  • Varando, G

Ieee Access (p. 154614-154624) - 1/1/2020

10.1109/access.2020.3018593 View at source

  • ISSN 21693536

MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images

  • Varando, G
  • Benavides-Piccione, R
  • Muñoz, A
  • Kastanauskaite, A
  • Bielza, C
  • Larrañaga, P
  • DeFelipe, J
... View more Collapse

Frontiers In Neuroanatomy - 23/5/2018

10.3389/fnana.2018.00037 View at source

  • ISSN 16625129

Decision functions for chain classifiers based on Bayesian networks for multi-label classification

  • Varando, G
  • Bielza, C
  • Larrañaga, P

International Journal Of Approximate Reasoning (p. 164-178) - 1/1/2016

10.1016/j.ijar.2015.06.006 View at source

  • ISSN 0888613X

A survey on multi-output regression

  • Borchani, H
  • Varando, G
  • Bielza, C
  • Larrañaga, P

Wiley Interdisciplinary Reviews-Data Mining And Knowledge Discovery (p. 216-233) - 1/9/2015

10.1002/widm.1157 View at source

  • ISSN 19424787

Conditional Density Approximations with Mixtures of Polynomials

  • Varando, G
  • López-Cruz, PL
  • Nielsen, TD
  • Larrañaga, P
  • Bielza, C

International Journal Of Intelligent Systems (p. 236-264) - 1/3/2015

10.1002/int.21699 View at source

  • ISSN 08848173

Decision Boundary for Discrete Bayesian Network Classifiers

  • Varando, G
  • Bielza, C
  • Larrañaga, P

Journal Of Machine Learning Research (p. 2725-2749) - 1/12/2015

  • ISSN 15324435
  • iMarina

This researcher has no books.

This researcher has no book chapters.

A partial orthogonalization method for simulating covariance and concentration graph matrices

  • VARANDO, GHERARDO
  • CÓRDOBA SÁNCHEZ, IRENE
  • LARRAÑAGA MUGICA, PEDRO MARIA
  • BIELZA LOZOYA, MARIA CONCEPCION

Proceedings Of Machine Learning Research (p. 61-72) - 11/9/2018

  • iMarina

A fast Metropolis-Hastings method for generating random correlation matrices

  • Córdoba, I
  • Varando, G
  • Bielza, C
  • Larrañaga, P

Ideal 2018 (p. 117-124) - 21/11/2018

10.1007/978-3-030-03493-1_13 View at source

  • ISSN 03029743

A partial orthogonalization method for simulating covariance and concentration graph matrices

  • Córdoba I
  • Varando G
  • Bielza C
  • Larranaga P

Critical Care Medicine (p. 97-108) - 1/1/2018

  • ISSN 00903493
  • iMarina

Polynomial representations of Bayesian network classifiers

  • VARANDO, GHERARDO
  • LARRAÑAGA MUGICA, PEDRO MARIA
  • BIELZA LOZOYA, MARIA CONCEPCION

First Italian Meeting On Probability And Mathematical Statistics (p. 1-1) - 19/6/2017

  • iMarina

Expressive Power of Binary Relevance and Chain Classifiers Based on Bayesian Networks for Multi-Label Classification

  • Varando, G
  • Bielza, C
  • Larrañaga, P

7th European Workshop, Pgm 2014. Utrecht, The Netherlands, September 17?19, 2014 Proceedings (p. 519-534) - 17/9/2014

  • ISSN 03029743
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Human Brain Project Specific Grant Agreement 3

  • DA PONTE, AURELIANO (Participante)
  • BELTRAN ALONSO, BLANCA (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • GALLEGO GUTIERREZ, JAVIER (Participante)
  • DURAN MENDOZA, TERIS (Participante)
  • KIREEV, ROMAN (Participante)
  • BERNAOLA ALVAREZ, NIKOLAS (Participante)
  • FERNANDEZ MUÑOZ, ALEJANDRO (Participante)
  • GONZALEZ VEIGA, LAURA (Participante)
  • MERCHAN PEREZ, ANGEL (Participante)
  • SÁNCHEZ PONCE, DIANA (Participante)
  • TERIUS PADRON, JOSE GABRIEL (Participante)
  • BELTRAN JAUNSARAS, MARIA EUGENIA (Participante)
  • Simeoni, Ezequiel (Participante)
  • GAETA, EUGENIO (Participante)
  • FLORES ROMERO, PILAR (Participante)
  • Velasco Martinez, Guillermo (Participante)
  • MEZA VALDES, REBECA (Participante)
  • TURÉGANO LÓPEZ, MARTA (Participante)
  • Tapia González, Silvia (Participante)
  • Arredondo Waldmeyer, Maria Teresa (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
  • DURMAZ, TAYGUN BULUT (Participante)
  • LEON SERRANO, GONZALO (Participante)
  • DE FELIPE OROQUIETA, JAVIER (Investigador principal (IP))
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))
  • Strange, Bryan (Investigador principal (IP))
  • Gasset Vazquez, Barbara (Participante)
  • ALONSO MARCO, ITZIAR (Participante)
  • LIAPPAS, NIKOLAOS (Participante)
  • ESTEVEZ PRIEGO, ESTEFANIA (Participante)
  • MAESTU UNTURBE, CEFERINO (Participante)
... View more Collapse

Period: 01-04-2020 - 30-09-2023

Type of funding: International

Amount of funding: 1938601,17 Euros.

  • iMarina

CIG. Conceptos y aplicaciones de los sistemas complejos

  • MESONERO PEREZ, FRANCISCO JAVIER (Participante)
  • Rodriguez Gonzalez, Asier (Participante)
  • VILLA BLANCO, CARLOS (Participante)
  • Alcon Ferreira, Ander (Participante)
  • ATIENZA GONZALEZ, DAVID (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))
  • CÓRDOBA SÁNCHEZ, IRENE (Participante)
  • LUENGO SANCHEZ, SERGIO (Participante)
  • ANTON SANCHEZ, LAURA (Participante)
  • FDEZ DEL POZO DE SALAMANCA, JUAN ANTONIO (Participante)
  • LEGUEY VITORIANO, IGNACIO (Participante)
  • MIHALJEVIC, BOJAN (Participante)
  • VARANDO, GHERARDO (Participante)
  • OGBECHIE CONDES, ALBERTO (Participante)
  • FERNANDEZ GONZALEZ, PABLO (Participante)
  • GIL BEGUE, SANTIAGO (Participante)
  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)
... View more Collapse

Period: 01-10-2014 - 31-12-2018

Type of funding: Regional

Amount of funding: 152772,33 Euros.

  • iMarina

Aprendizaje de redes Bayesianas con variables sin y con direccionalidad para descubrimiento de asociaciones, predicción multirespuesta y clustering

  • VARANDO, GHERARDO (Miembro del equipo de trabajo)
  • CÓRDOBA SÁNCHEZ, IRENE (Miembro del equipo de trabajo)
  • LEGUEY VITORIANO, IGNACIO (Miembro del equipo de trabajo)
  • BENJUMEDA BARQUITA, MARCO ALBERTO (Miembro del equipo de trabajo)
  • LUENGO SANCHEZ, SERGIO (Miembro del equipo de trabajo)
  • RODRIGUEZ LUJAN, LUIS (Miembro del equipo de trabajo)
  • FERNANDEZ GONZALEZ, PABLO (Miembro del equipo de trabajo)
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))
  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))
  • FDEZ DEL POZO DE SALAMANCA, JUAN ANTONIO (Participante)
... View more Collapse

Period: 01-01-2014 - 31-12-2016

Type of funding: National

Amount of funding: 60681,49 Euros.

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 12/1/24 10:11 AM