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Budgeted Bayesian Multiobjective Optimization

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoit Enaux , Vincent Herbert et al.
Journées de la Chaire Oquaido 2019, Nov 2019, Saint-Etienne, France
Conference papers emse-02440140v1

Metamodel-based importance sampling for structural reliability analysis

Vincent Dubourg , François Deheeger , Bruno Sudret
2011
Preprints, Working Papers, ... hal-00590604v1

A new Manifold Regression Framework for Classifying High-dimensional Data

A. Elkhoumri , Chafik Samir , J. Laasiri
ISIVC, Nov 2018, Rabat, Morocco
Conference papers hal-01917117v1

Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoit Enaux , Vincent Herbert et al.
Annals of Mathematics and Artificial Intelligence, 2019, pp 1-26. ⟨10.1007/s10472-019-09644-8⟩
Journal articles emse-01957614v1

Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoît Enaux , Vincent Herbert et al.
2019
Preprints, Working Papers, ... emse-02278173v1
Image document

Modelling switching dynamics using prediction experts operating on distinct wavelet scales

Alexandre Aussem , Pierre Chainais
European Symposium on Artificial Neural Networks, ESANN'06, 2006, Bruges, Belgium. pp. ?
Conference papers hal-00266051v1
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Density support and intrinsic dimension estimation based on a hierarchical delaunay-type simplicial complex

Catherine Aaron
2011
Preprints, Working Papers, ... hal-00585572v1

Reliability-based design optimization using kriging surrogates and subset simulation

Vincent Dubourg , Bruno Sudret , Jean-Marc Bourinet
Structural and Multidisciplinary Optimization, 2011, Accepted. ⟨10.1007/s00158-011-0653-8⟩
Journal articles hal-00587311v1
Image document

Textometric Exploitation of Coreference-annotated Corpora with TXM: Methodological Choices and First Outcomes

Matthieu Quignard , Serge Heiden , Frédéric Landragin , Matthieu Decorde
Fourteenth International Conference on the Statistical Analysis of Textual Data, Jun 2018, Rome, Italy. pp.610-615
Conference papers hal-01814858v1

Bayesian Optimization in Reduced Eigenbases

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoit Enaux , Vincent Herbert et al.
PGMO Days 2019, Dec 2019, Saclay, France
Conference papers emse-02440143v1

A Statistical Framework for the Cross-sectional Geometric Variability of Object Shapes and Functional Dynamics

Chafik Samir
ISI World Statistics Congress, Jun 2017, Marrakech, Morocco
Conference papers hal-01925597v1

Combining time-scale image analysis techniques and probabilistic classiers for tramway guiding system diagnosis

Zahra Hamou , Pierre Chainais , Alexandre Aussem
European Symposium on Artificial Neural Networks, 2006, Bruges, Belgium. pp. ?
Conference papers hal-00266916v1
Image document

Optimization of multi-environment trials for genomic selection based on crop models

Renaud Rincent , Estelle Kuhn , Herve Monod , Francois-Xavier Oury , Monique Rousset et al.
TAG Theoretical and Applied Genetics, 2017, 130, pp.1-18. ⟨10.1007/s00122-017-2922-4⟩
Journal articles hal-01594849v1
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From CAD to Eigenshapes for Surrogate-based Optimization

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoit Enaux , Vincent Herbert et al.
13th World Congress of Structural and Multidisciplinary Optimization, May 2019, Beijing, China
Conference papers hal-02142492v1
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Gaussian process modulated Cox processes under linear inequality constraints

Andrés F. López-Lopera , St John , Nicolas Durrande
22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Okinawa, Japan. pp.1997-2006
Conference papers hal-02103761v1
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Learning with monotonicity requirements for optimal routing with end-to-end quality of service constraints

Antoine Mahul , Alexandre Aussem
European Symposium on Artificial Neural Networks, ESANN'06, 2006, Bruges, Belgium. pp. ?
Conference papers hal-00266057v1

Metagenomic characterization of viral communities in corals: mining biological signal from methodological noise

Elisha Wood-Charlson , Karen Weynberg , Curtis Suttle , Simon Roux , Madeleine van Oppen et al.
Environmental Microbiology, 2015, 17 (10), pp.3440-3449
Journal articles hal-01983967v1
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Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoît Enaux , Vincent Herbert et al.
12th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. pp 175-179, ⟨10.1007/978-3-030-05348-2_15⟩
Conference papers hal-01883336v1
Image document

Targeting Well-Balanced Solutions in Bayesian Multi-Objective Optimization under a Restricted Budget

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoît Enaux , Vincent Herbert et al.
Journées du GdR Mascot-Num 2018, Mar 2018, Nantes, France
Conference papers hal-01883324v1

Metamodel-based importance sampling for the simulation of rare events

Vincent Dubourg , François Deheeger , Bruno Sudret
2011
Preprints, Working Papers, ... hal-00587029v1
Image document

Targeting well-balanced solutions in multi-objective bayesian optimization under a restricted budget

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoît Enaux , Vincent Herbert et al.
PGMO Days 2017, Nov 2017, Saclay, France
Conference papers hal-01883323v1

Modeling and Optimization with Gaussian Processes in Reduced Eigenbases

David Gaudrie , Rodolphe Le Riche , Victor Picheny , Benoit Enaux , Vincent Herbert et al.
Structural and Multidisciplinary Optimization, 2020, 61, pp.2343-2361. ⟨10.1007/s00158-019-02458-6⟩
Journal articles emse-02390627v1

Finite-dimensional Gaussian approximation with linear inequality constraints

Andrés F. López-Lopera , François Bachoc , Nicolas Durrande , Olivier Roustant
SIAM/ASA Journal on Uncertainty Quantification, 2018, 6 (3), pp.1224-1255. ⟨10.1137/17M1153157⟩
Journal articles hal-01864332v1

Climate system: A global sensitivity approach

Hacène Djellout , Cédric Chauvière , Liban Ismail
Iranian Journal of Science and Technology, Transactions A: Science, In press
Journal articles hal-03912319v1

Annotation-based Digital Text Corpora Analysis within the TXM Platform

Serge Heiden
14th International Conference on the Statistical Analysis of Textual Data / 14es Journées internationales d'Analyse statistique des Données Textuelles (JADT 2018), DII– Department of Enterprise Engineering “Mario Lucertini” Tor Vergata University; DSS– Department of Statistical Sciences, Sapienza University, Rome, Jun 2018, Rome, Italy. pp.367-374
Conference papers hal-02015898v1