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Gherardo Varando
Observed name:
Varando, Gherardo
Institution:
Universitat de València
Observed institutions:
University of Copenhagen,
IE University,
Universitat de València,
Parc Científic de la Universitat de València,
Universidad Politécnica de Madrid
ORCID:
0000-0002-6708-1103
Observed ORCID:
0000-0002-6708-1103
OpenAlex ID:
A5032347395
A survey on multi‐output regression
2015
·
Hanen Borchani
, Gherardo Varando
, et al.
·
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
·
669
Causal inference for time series
2023
·
Jakob Runge
, Andreas Gerhardus
, et al.
·
Nature Reviews Earth & Environment
·
296
Discovering causal relations and equations from data
2023
·
Gustau Camps-Valls
, Andreas Gerhardus
, et al.
·
Physics Reports
·
134
The R Package stagedtrees for Structural Learning of Stratified Staged Trees
2022
·
Federico Carli
, Manuele Leonelli
, et al.
·
Journal of Statistical Software
·
23
PDF
Decision boundary for discrete Bayesian network classifiers
2015
·
Gherardo Varando
, Concha Bielza
, et al.
·
LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
·
23
PDF
Causal hybrid modeling with double machine learning—applications in carbon flux modeling
2024
·
Kai-Hendrik Cohrs
, Gherardo Varando
, et al.
·
Machine Learning Science and Technology
·
19
Large language models for causal hypothesis generation in science
2024
·
Kai-Hendrik Cohrs
, Emiliano Diaz
, et al.
·
Machine Learning Science and Technology
·
16
Decision functions for chain classifiers based on Bayesian networks for multi-label classification
2015
·
Gherardo Varando
, Concha Bielza
, et al.
·
International Journal of Approximate Reasoning
·
14
PDF
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
2020
·
Weichwald, Sebastian
, Jakobsen, Martin E
, et al.
·
arXiv (Cornell University)
·
13
PDF
Structural learning of simple staged trees
2024
·
Manuele Leonelli
, Gherardo Varando
·
Data Mining and Knowledge Discovery
·
10
PDF
Graphical continuous Lyapunov models
2020
·
Varando, Gherardo
, Hansen, Niels Richard
·
Research at the University of Copenhagen (University of Copenhagen)
·
9
Staged trees and asymmetry-labeled DAGs
2024
·
Gherardo Varando
, Federico Carli
, et al.
·
Metrika
·
8
PDF
A new class of generative classifiers based on staged tree models
2023
·
Federico Carli
, Manuele Leonelli
, et al.
·
Knowledge-Based Systems
·
8
PDF
A Fast Metropolis-Hastings Method for Generating Random Correlation Matrices
2018
·
Irene Córdoba
, Gherardo Varando
, et al.
·
Lecture notes in computer science
·
7
Expressive Power of Binary Relevance and Chain Classifiers Based on Bayesian Networks for Multi-label Classification
2014
·
Gherardo Varando
, Concha Bielza
, et al.
·
Lecture notes in computer science
·
7
Context-Specific Causal Discovery for Categorical Data Using Staged Trees
2021
·
Leonelli, Manuele
, Varando, Gherardo
·
arXiv (Cornell University)
·
6
PDF
On generating random Gaussian graphical models
2020
·
Irene Córdoba
, Gherardo Varando
, et al.
·
International Journal of Approximate Reasoning
·
6
PDF
Forced Component Estimation Statistical Method Intercomparison Project (ForceSMIP)
2026
·
Robert C. J. Wills
, Clara Deser
, et al.
·
Journal of Climate
·
5
Pairwise causal discovery with support measure machines
2023
·
Gherardo Varando
, Salvador Catsis
, et al.
·
Applied Soft Computing
·
5
Learning DAGs without imposing acyclicity
2020
·
Varando, Gherardo
·
arXiv (Cornell University)
·
5
PDF
MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images
2018
·
Gherardo Varando
, Ruth Benavides-Piccione
, et al.
·
Frontiers in Neuroanatomy
·
5
PDF
Conditional Density Approximations with Mixtures of Polynomials
2014
·
Gherardo Varando
, Pedro L. López-Cruz
, et al.
·
International Journal of Intelligent Systems
·
5
PDF
Highly Efficient Structural Learning of Sparse Staged Trees
2022
·
Leonelli, Manuele
, Varando, Gherardo
·
arXiv (Cornell University)
·
4
PDF
A partial orthogonalization method for simulating covariance and concentration graph matrices
2018
·
Córdoba, Irene
, Varando, Gherardo
, et al.
·
arXiv (Cornell University)
·
4
PDF
Large Language Models for Constrained-Based Causal Discovery
2024
·
Cohrs, Kai-Hendrik
, Varando, Gherardo
, et al.
·
arXiv (Cornell University)
·
3
PDF
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Works count:
70
Citation count:
1,332
H-index:
10
I10-index:
10
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