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AMF: Aggregated Mondrian Forests for Online Learning
Jaouad Mourtada
,
Stéphane Gaïffas
,
Erwan Scornet
2020
Preprints, Working Papers, ...
hal-02976420v1
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Debiasing Stochastic Gradient Descent to handle missing values
Aude Sportisse
,
Claire Boyer
,
Aymeric Dieuleveut
,
Julie Josse
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Conference papers
hal-02483651v2
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Extension of a SIR model for modelling the propagation of Covid-19 in several countries.
Marc Lavielle
,
Matthieu Faron
,
Jeremie Lefevre
,
Jean-David Zeitoun
2020
Preprints, Working Papers, ...
hal-02995305v1
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Decentralized Frank–Wolfe Algorithm for Convex and Nonconvex Problems
Hoi-To Wai
,
Jean Lafond
,
Anna Scaglione
,
Éric Moulines
Journal articles
hal-01668247v1
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Ablative thermal protection system under uncertainties including pyrolysis gas composition
Mickael Rivier
,
Jean Lachaud
,
Pietro Marco Congedo
[Research Report] RR-9175, Inria Bordeaux Sud-Ouest. 2018, pp.1-23
Reports
hal-01791072v3
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Machine learning based on Hawkes processes and stochastic optimization
Martin Bompaire
Theses
tel-02316143v1
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Machine Learning and Big Data for outlier detection, and applications
Alain Virouleau
Theses
tel-02976485v1
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Quantification des incertitudes en gestion d'actifs : méthodes à noyaux et fluctuations statistiques
Linda Chamakh
Theses
tel-03373286v1
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Combining supervised deep learning and scientific computing : some contributions and application to computational fluid dynamics
Paul Novello
Theses
tel-03710472v1
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Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines
Rémi Sainct
,
Cyril Feau
,
Jean-Marc Martinez
,
Josselin Garnier
Journal articles
hal-03147620v1
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Bayesian calibration of a methane-air global scheme and uncertainty propagation to flame-vortex interactions
Jan M Armengol
,
Olivier Le Maitre
,
Ronan Vicquelin
Journal articles
hal-03318385v1
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STATISTICAL INFERENCE FOR ROUGH VOLATILITY: MINIMAX THEORY
Carsten Chong
,
Marc Hoffmann
,
Yanghui Liu
,
Grégoire Szymanski
,
Mathieu Rosenbaum
et al.
2023
Preprints, Working Papers, ...
hal-03949577v1
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Estimation of extreme quantiles from heavy-tailed distributions with neural networks
Michaël Allouche
,
Stéphane Girard
,
Emmanuel Gobet
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2022, London, United Kingdom
Conference papers
hal-03910645v1
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A two-step procedure for time-dependent reliability-based design optimization involving piece-wise stationary Gaussian processes
Alexis Cousin
,
Josselin Garnier
,
Martin Guiton
,
Miguel Munoz Zuniga
Journal articles
hal-03897291v1
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Random cascade model in the limit of infinite integral scale as the exponential of a nonstationary 1/f noise: Application to volatility fluctuations in stock markets
Jean-François Muzy
,
Rachel Baile
,
Emmanuel Bacry
Journal articles
hal-01313841v1
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CONSTRUCTION OF BAYESIAN DEFORMABLE MODELS VIA STOCHASTIC APPROXIMATION ALGORITHM: A CONVERGENCE STUDY
Stéphanie Allassonnière
,
Estelle Kuhn
,
Alain Trouvé
2008
Preprints, Working Papers, ...
hal-00151999v2
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A Shrinkage-Thresholding Metropolis Adjusted Langevin Algorithm for Bayesian Variable Selection
Amandine Schreck
,
Gersende Fort
,
Sylvain Le Corff
,
Éric Moulines
Journal articles
hal-01418960v1
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Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects
Josselin Garnier
,
L. Borcea
,
G. Papanicolaou
,
K. Solna
,
C. Tsogka
et al.
Journal articles
hal-01716984v1
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Ambient noise correlation-based imaging with moving sensors
Josselin Garnier
,
Mathias Fink
Journal articles
hal-01716990v1
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Pharmacometrics Models with Hidden Markovian Dynamics
Marc Lavielle
Journal articles
hal-01665722v1
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Aircraft Dynamics Identification
Cédric Rommel
,
Joseph Frédéric Bonnans
,
Baptiste Gregorutti
,
Pierre Martinon
Data Science Summer School Ecole Polytechnique, Aug 2017, Paris, France.
Conference poster
hal-01643188v1
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A quantitative McDiarmid’s inequality for geometrically ergodic Markov chains
Antoine Havet
,
Matthieu Lerasle
,
Éric Moulines
,
Elodie Vernet
Journal articles
hal-02473182v1
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Systems of Gaussian process models for directed chains of solvers
Francois Sanson
,
Olivier Le Maitre
,
Pietro Marco Congedo
Journal articles
hal-02327697v3
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Quantifying the Closeness to a Set of Random Curves via the Mean Marginal Likelihood
Cédric Rommel
,
Frédéric Bonnans
,
Baptiste Gregorutti
,
Pierre Martinon
2018
Preprints, Working Papers, ...
hal-01816407v1
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Mean field model for collective motion bistability
Josselin Garnier
,
George Papanicolaou
,
Tzu-Wei Yang
Journal articles
hal-02402719v1
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Impact of the interruption of a large heart failure regional disease management program on hospital admission rate: a population-based study
François Alla
,
Nelly Agrinier
,
Marc Lavielle
,
Patrick Rossignol
,
Damien Gonthier
et al.
Journal articles
hal-01727632v1
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Statistical estimation in a randomly structured branching population
Marc Hoffmann
,
Aline Marguet
Journal articles
hal-01662203v3
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Generalized and hybrid Metropolis-Hastings overdamped Langevin algorithms
Romain Poncet
2017
Preprints, Working Papers, ...
hal-01440499v1
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Coherent Soliton States Hidden in Phase Space and Stabilized by Gravitational Incoherent Structures
Josselin Garnier
,
Kilian Baudin
,
Adrien Fusaro
,
Antonio Picozzi
Journal articles
hal-03510659v1
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Energy and wave-action flows underlying Rayleigh-Jeans thermalization of optical waves propagating in a multimode fiber (a)
Josselin Garnier
,
K. Baudin
,
A. Fusaro
,
N. Berti
,
K. Krupa
et al.
Journal articles
hal-03510638v1
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