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AMF: Aggregated Mondrian Forests for Online Learning

Jaouad Mourtada , Stéphane Gaïffas , Erwan Scornet
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

Extension of a SIR model for modelling the propagation of Covid-19 in several countries.

Marc Lavielle , Matthieu Faron , Jeremie Lefevre , Jean-David Zeitoun
Preprints, Working Papers, ... hal-02995305v1

Decentralized Frank–Wolfe Algorithm for Convex and Nonconvex Problems

Hoi-To Wai , Jean Lafond , Anna Scaglione , Éric Moulines
IEEE Transactions on Automatic Control, 2017, 62 (11), pp.5522 - 5537. ⟨10.1109/TAC.2017.2685559⟩
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
Other Statistics [stat.ML]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLX030⟩
Theses tel-02316143v1
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Machine Learning and Big Data for outlier detection, and applications

Alain Virouleau
Statistics [math.ST]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAX028⟩
Theses tel-02976485v1
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Quantification des incertitudes en gestion d'actifs : méthodes à noyaux et fluctuations statistiques

Linda Chamakh
Statistics [math.ST]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAX045⟩
Theses tel-03373286v1
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Combining supervised deep learning and scientific computing : some contributions and application to computational fluid dynamics

Paul Novello
Other Statistics [stat.ML]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAX005⟩
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
Structural Safety, 2020, 86, pp.101972. ⟨10.1016/j.strusafe.2020.101972⟩
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
Combustion and Flame, 2021, 234, pp.111642. ⟨10.1016/J.COMBUSTFLAME.2021.111642⟩
Journal articles hal-03318385v1
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Carsten Chong , Marc Hoffmann , Yanghui Liu , Grégoire Szymanski , Mathieu Rosenbaum et al.
Preprints, Working Papers, ... hal-03949577v1

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

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
Structural and Multidisciplinary Optimization, 2022, 65 (4), pp.120. ⟨10.1007/s00158-022-03212-1⟩
Journal articles hal-03897291v1

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
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2013, 87, pp.042813. ⟨10.1103/PhysRevE.87.042813⟩
Journal articles hal-01313841v1
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Stéphanie Allassonnière , Estelle Kuhn , Alain Trouvé
Preprints, Working Papers, ... hal-00151999v2

A Shrinkage-Thresholding Metropolis Adjusted Langevin Algorithm for Bayesian Variable Selection

Amandine Schreck , Gersende Fort , Sylvain Le Corff , Éric Moulines
IEEE Journal of Selected Topics in Signal Processing, 2016, 10, pp.366 - 375. ⟨10.1109/JSTSP.2015.2496546⟩
Journal articles hal-01418960v1

Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects

Josselin Garnier , L. Borcea , G. Papanicolaou , K. Solna , C. Tsogka et al.
SIAM Journal on Imaging Sciences, 2017, 10 (2), pp.665 - 710. ⟨10.1137/16M109716X⟩
Journal articles hal-01716984v1

Ambient noise correlation-based imaging with moving sensors

Josselin Garnier , Mathias Fink
Inverse Problems and Imaging , 2017, 11 (3), pp.477 - 500. ⟨10.3934/ipi.2017022⟩
Journal articles hal-01716990v1
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Pharmacometrics Models with Hidden Markovian Dynamics

Marc Lavielle
Journal of Pharmacokinetics and Pharmacodynamics, 2018, 45 (1), pp.91--105. ⟨10.1007/s10928-017-9541-1⟩
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

A quantitative McDiarmid’s inequality for geometrically ergodic Markov chains

Antoine Havet , Matthieu Lerasle , Éric Moulines , Elodie Vernet
Electronic Communications in Probability, 2020, 25, ⟨10.1214/20-ECP286⟩
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
Computer Methods in Applied Mechanics and Engineering, 2019, 352, pp.32-55. ⟨10.1016/j.cma.2019.04.013⟩
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
Preprints, Working Papers, ... hal-01816407v1

Mean field model for collective motion bistability

Josselin Garnier , George Papanicolaou , Tzu-Wei Yang
Discrete and Continuous Dynamical Systems - Series B, 2019, 24 (2), pp.851-879. ⟨10.3934/dcdsb.2018210⟩
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.
European Journal of Heart Failure, In press, 20 (6), pp.1066-1068. ⟨10.1002/ejhf.1193⟩
Journal articles hal-01727632v1
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Statistical estimation in a randomly structured branching population

Marc Hoffmann , Aline Marguet
Stochastic Processes and their Applications, 2019, 129 (12), pp.5236-5277. ⟨10.1016/⟩
Journal articles hal-01662203v3
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Generalized and hybrid Metropolis-Hastings overdamped Langevin algorithms

Romain Poncet
Preprints, Working Papers, ... hal-01440499v1

Coherent Soliton States Hidden in Phase Space and Stabilized by Gravitational Incoherent Structures

Josselin Garnier , Kilian Baudin , Adrien Fusaro , Antonio Picozzi
Physical Review Letters, 2021, 127 (1), ⟨10.1103/PhysRevLett.127.014101⟩
Journal articles hal-03510659v1

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.
EPL - Europhysics Letters, 2021, 134 (1), pp.14001. ⟨10.1209/0295-5075/134/14001⟩
Journal articles hal-03510638v1