Dario Azzimonti

Cited by

	All	Since 2020
Citations	536	467
h-index	14	13
i10-index	16	15

120

2014201520162017201820192020202120222023202420253 9 2 10 8 30 41 96 79 106 112 26

Public access

View all

20 articles

1 article

available

not available

Based on funding mandates

Co-authors

Alessio BenavoliAssociate Professor, SCSS, Trinity College DublinVerified email at tcd.ie
Dario PigaSenior Researcher at IDSIA - Dalle Molle Institute for ArtificiaI Intelligence, SUPSI-USI, LuganoVerified email at supsi.ch
David GinsbourgerUniversity of BernVerified email at stat.unibe.ch
Marco ZaffalonIDSIA and Artificialy.comVerified email at idsia.ch
Cristina RottondiDepartment of Electronics and Telecommunications, Politecnico di TorinoVerified email at polito.it
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
Julien BectUniversité Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des signaux et systèmesVerified email at centralesupelec.fr
Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale)Verified email at idsia.ch
Clément CHEVALIERUniversity of NeuchâtelVerified email at unine.ch
Yann RichetIRSNVerified email at irsn.fr
Manuel SchürchResearcher at Harvard University and Dana-Farber Cancer Institute (DFCI)Verified email at dfci.harvard.edu
Andrea BiancoPolitecnico di Torino - Department of Electronics and TelecommunicationsVerified email at polito.it
Alessandro GiustiProfessor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, SwitzerlandVerified email at idsia.ch
Nicolò RubattuIDSIA USI-SUPSIVerified email at idsia.ch
João Pedro AugustoUSIVerified email at usi.ch
Alessandro AntonucciSenior Lecturer-Researcher at IDSIAVerified email at idsia.ch
David HuberIDSIAVerified email at idsia.ch
Rafael CabañasUniversity of AlmeríaVerified email at ual.es
François WillotResearcher, Mines ParisTechVerified email at ensmp.fr
Jérémy RohmerResearch engineer, BRGM (french geological survey)Verified email at brgm.fr

Dario Azzimonti

IDSIA

Verified email at idsia.ch - Homepage

Gaussian processes Set estimation


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Adaptive design of experiments for conservative estimation of excursion sets D Azzimonti, D Ginsbourger, C Chevalier, J Bect, Y Richet Technometrics 63 (1), 13-26, 2021	56	2021
Quantifying uncertainties on excursion sets under a Gaussian random field prior D Azzimonti, J Bect, C Chevalier, D Ginsbourger SIAM/ASA J. Uncertainty Quantification 4 (1), 850-874, 2016	51	2016
Reducing probes for quality of transmission estimation in optical networks with active learning D Azzimonti, C Rottondi, M Tornatore Journal of Optical Communications and Networking 12 (1), A38-A48, 2020	43	2020
Recursive estimation for sparse Gaussian process regression M Schürch, D Azzimonti, A Benavoli, M Zaffalon Automatica 120, 109127, 2020	42	2020
Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets D Azzimonti, C Rottondi, A Giusti, M Tornatore, A Bianco Journal of Optical Communications and Networking 13 (1), A56-A66, 2021	38	2021
Active vs transfer learning approaches for QoT estimation with small training datasets D Azzimonti, C Rottondi, A Giusti, M Tornatore, A Bianco Optical Fiber Communication Conference, M4E. 1, 2020	31	2020
Skew Gaussian processes for classification A Benavoli, D Azzimonti, D Piga Machine Learning 109 (9), 1877-1902, 2020	30	2020
Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation D Azzimonti, D Ginsbourger Journal of Computational and Graphical Statistics 27 (2), 255-267, 2018	29	2018
Preferential Bayesian optimisation with skew gaussian processes A Benavoli, D Azzimonti, D Piga Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021	28	2021
Optical properties of deposit models for paints: full-fields FFT computations and representative volume element DF Azzimonti, F Willot, D Jeulin Journal of Modern Optics 60 (7), 519-528, 2013	27	2013
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes A Benavoli, D Azzimonti, D Piga Machine Learning 110 (11), 3095-3133, 2021	22	2021
Probabilistic reconciliation of hierarchical forecast via Bayes’ rule G Corani, D Azzimonti, JPSC Augusto, M Zaffalon Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021	21	2021
Using active learning to decrease probes for QoT estimation in optical networks D Azzimonti, C Rottondi, M Tornatore Optical Fiber Communication Conference, Th1H. 1, 2019	16	2019
Correlated product of experts for sparse Gaussian process regression M Schürch, D Azzimonti, A Benavoli, M Zaffalon Machine Learning 112 (5), 1411-1432, 2023	14	2023
Probabilistic reconciliation of count time series G Corani, D Azzimonti, N Rubattu International Journal of Forecasting 40 (2), 457-469, 2024	11	2024
Profile Extrema for Visualizing and Quantifying Uncertainties on Excursion Regions: Application to Coastal Flooding D Azzimonti, D Ginsbourger, J Rohmer, D Idier Technometrics 61 (4), 474-493, 2019	10	2019
Contributions to Bayesian Set Estimation Relying on Random Field Priors DF Azzimonti Philosophisch-naturwissenschaftliche Fakultät der Universität Bern, 2016	9	2016
Efficient probabilistic reconciliation of forecasts for real-valued and count time series L Zambon, D Azzimonti, G Corani Statistics and Computing 34 (1), 21, 2024	8	2024
Bounding counterfactuals under selection bias M Zaffalon, A Antonucci, R Cabañas, D Huber, D Azzimonti International Conference on Probabilistic Graphical Models, 289-300, 2022	8	2022
KrigInv: Kriging-Based Inversion for Deterministic and Noisy Computer Experiments C Chevalier, V Picheny, D Ginsbourger, D Azzimonti R package version 1 (1), 2018	8	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors