Gildas Mazo

26
Documents

Publications

Publications

A new paradigm for global sensitivity analysis

Gildas Mazo
11th International Conference on Sensitivity Analysis of Model Output, Apr 2025, Grenoble, France
Communication dans un congrès hal-05202020 v1

Copula-based models for multi-omic network inference

Ekaterina Tomilina , Gildas Mazo , Florence Jaffrezic
Compstat 2024, Aug 2024, Giessen, Germany
Communication dans un congrès hal-04683480 v1

Copula-based models for multi-omics network inference

Ekaterina Tomilina , Gildas Mazo , Florence Jaffrezic
Journée des Statistiques 2024, Société Française de Statistique, May 2024, Bordeaux, France
Communication dans un congrès hal-04598167 v1

Sensitivity Analysis of Stochastic Models: Challenges

Gildas Mazo
Uncertainty Quantification for Healthcare and Biological Systems, 2023, Leiden, Netherlands
Communication dans un congrès hal-04249008 v1

Optimizing the mean-squared error of nested Monte Carlo estimators with application to sensitivity analysis

Gildas Mazo , Henri Mermoz Kouye
European Meeting of Statisticians, Warsaw, Poland, 2023, Warsaw, Poland
Communication dans un congrès hal-04248988 v1

Méthodes à copules pour l'inférence de réseaux de régulation multi-omiques

Ekaterina Tomilina , Gildas Mazo , Florence Jaffrézic
Colloque Jeunes Probabilistes et Statisticiens, groupe Modélisation Aléatoire et Statistique de la Société de Mathématiques Appliquées et Industrielles, Oct 2023, Saint Pierre d'Oléron, France
Communication dans un congrès hal-04308489 v1

A randomized pairwise likelihood method for complex statistical inferences

Andrea Rau , Gildas Mazo , Dimitris Karlis
Séminaire statistique de Paris, Feb 2022, Paris, France
Communication dans un congrès hal-04173240 v1

Count data with copulas

Gildas Mazo , Dimitris Karlis , Andrea Rau
Statistical Methods for Post Genomic Data, 2022, Nantes, France
Communication dans un congrès hal-04248995 v1

A randomized pairwise likelihood method for complex statistical inferences

Gildas Mazo , Dimitris Karlis , Andrea Rau
Workshop on Dependence Modeling, Sep 2022, Agistri, Greece
Communication dans un congrès hal-04249010 v1

Global statistical inference for global sensitivity analysis

Gildas Mazo
Sensitivity Analysis of Model Output, 2022, Tallahassee, Florida, United States
Communication dans un congrès hal-04248992 v1

Separating Intrinsic from Extrinsic Randomness with Gillespie's Algorithm for Epidemic Models

Henri Mermoz Kouye , Gildas Mazo , Clémentine Prieur , Elisabeta Vergu
SIAM Conference on Uncertainty Quantification, Apr 2022, Atlanta, GA, United States
Communication dans un congrès hal-04310839 v1

Global sensitivity analysis for models described by continuous time Markov chains with application to epidemic models

Henri Mermoz Kouye , Gildas Mazo , Clémentine Prieur , Elisabeta Vergu
Workshop on Stochastic Simulators, GDR Mascotnum, Mar 2021, En ligne, France
Communication dans un congrès hal-04313007 v1
Image document

Global sensitivity analysis for models described by continuous time Markov chains with application to epidemic models

Henri Mermoz Kouye , Gildas Mazo , Elisabeta Vergu , Clémentine Prieur
Annual meeting of GdR MASCOT-NUM, Apr 2021, Aussois, France
Communication dans un congrès hal-04308104 v1

Analyse de sensibilité globale de modèles stochastiques à sorties fonctionnelles

Henri Mermoz Kouye , Gildas Mazo , Clémentine Prieur , Elisabeta Vergu
52èmes journées de statistique, Société française de statistique, Jun 2021, Nice, France
Communication dans un congrès hal-04308108 v1

Analyse de sensibilité de modèles à sorties stochastiques et fonctionnelles

Henri Mermoz Kouye , Gildas Mazo , Clémentine Prieur , Elisabeta Vergu
PhD student Meeting, MASCOTNUM, Sep 2020, Grenoble, France
Communication dans un congrès hal-04310848 v1

An optimal balance between explorations and repetitions in sensitivity analysis

Gildas Mazo
SIAM Conference on Uncertainty Quantification, Mar 2020, Munich, Germany
Communication dans un congrès hal-04249014 v1

Semiparametric mixture models based on copulas

Gildas Mazo , Yaroslav Averyanov
CMStatistics, Dec 2019, London, United Kingdom
Communication dans un congrès hal-04249019 v1

Un compromis optimal entre explorations et repetitions en analyse de sensibilité

Gildas Mazo
Réunion annuelle du réseau ModStatSAP, 2019, Paris, France
Communication dans un congrès hal-04249002 v1

An optimal balance between explorations and repetitions in sensitivity analysis

Gildas Mazo
GDR Mascot-Num, 2019, Rueil-Malmaison, France
Communication dans un congrès hal-04249021 v1

A tradeoff between explorations and repetitions in global sensitivity analysis for stochastic computer models

Gildas Mazo
Conference on Sensitivity Analysis of Model Output, 2019, Barcelona, Spain
Communication dans un congrès hal-04249000 v1

Estimating an optimal number of repetitions in stochastic sensitivity analysis

Gildas Mazo
Les rencontres Mexico, 2018, Bordeaux, France
Communication dans un congrès hal-04249003 v1

A flexible, tractable class of copulas and its estimation

Gildas Mazo , Stéphane Girard , Florence Forbes
COMPSTAT 2014 - 21st International Conference on Computational Statistics, Aug 2014, Geneva, Switzerland
Communication dans un congrès hal-01062481 v1
Image document

A parsimonious multivariate copula for tail dependence modeling

Gildas Mazo , Stéphane Girard , Florence Forbes
EVT 2013 - Extremes in Vimeiro Today, Sep 2013, Vimeiro, Portugal
Communication dans un congrès hal-00863540 v1

A copula to handle tail dependence in high dimension

Gildas Mazo , Stéphane Girard , Florence Forbes
ERCIM 2013 - 6th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2013, London, United Kingdom
Communication dans un congrès hal-00915690 v1

Augmented cumulative distribution networks for multivariate extreme value modelling

Gildas Mazo , Florence Forbes , Stéphane Girard
ERCIM 2012 - 5th International Conference of the ERCIM WG on Computing and Statistics, Dec 2012, Oviedo, Spain
Communication dans un congrès hal-00803444 v1

Gaussian copula estimation for heterogeneous data

Ekaterina Tomilina , Gildas Mazo , Florence Jaffrezic
European Meeting of Statisticians, Jul 2023, Warsaw (POLAND), Poland.
Poster de conférence hal-04308470 v1