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Doubly robust treatment effect estimation with missing attributes

Imke Mayer , Erik Sverdrup , Tobias Gauss , Jean-Denis Moyer , Stefan Wager , et al.
Annals of Applied Statistics, 2020, 14 (3), pp.1409-1431. ⟨10.1214/20-AOAS1356⟩
Journal articles hal-02879332v1
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A Bayesian Approach for Quantile Optimization Problems with High-Dimensional Uncertainty Sources

Christian Sabater , Olivier Le Maitre , Pietro Marco Congedo , Stefan Görtz
Computer Methods in Applied Mechanics and Engineering, 2021, 376, pp.113632
Journal articles hal-03086453v1
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Bayesian optimal adaptive estimation using a sieve prior

Julyan Arbel , Ghislaine Gayraud , Judith Rousseau
Scandinavian Journal of Statistics, 2013, ⟨10.1002/sjos.12002⟩
Journal articles hal-01203280v1

Bayesian Inference and computation

Christian Robert , Jean-Michel Marin , Judith Rousseau
D. Balding, M. Stumpf, M. Girolami. Handbook of Statistical Systems Biology, John Wiley, pp.39-65, 2011, 978-0-470-71086-9
Book sections hal-00473021v1
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Sparse Regression Learning by Aggregation and Langevin Monte-Carlo

Arnak S. Dalalyan , Alexandre Tsybakov
Journal of Computer and System Sciences, 2012, 78 (5), pp.1423-1443. ⟨10.1016/j.jcss.2011.12.023⟩
Journal articles hal-00362471v4
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Computing and estimating information matrices of weak ARMA models

Yacouba Boubacar Mainassara , Michel Carbon , Christian Francq
Preprints, Working Papers, ... hal-00555305v1
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A mathematical proof of the existence of trends in financial time series

Michel Fliess , Cédric Join
Systems Theory: Modelling, Analysis and Control, May 2009, Fes, Morocco. pp.43-62
Conference papers inria-00352834v1

La méthodologie de MORGOAT : Enquête tourisme en Bretagne

Myriam Maumy , Jean-Claude Deville
Méthodes d'enquêtes et sondages. Pratiques européenne et nord-américaine, Dunod, pp.393-398, 2006, Sciences Sup
Book sections hal-00356581v1
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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

Une nouvelle représentation de la polysomnographie par technique de machine learning non supervisée

G. Solelhac , M. Brigham , C. Marini , P. Bouchequet , M. Chennaoui , et al.
Médecine du sommeil, 2018, 15 (1), pp.49. ⟨10.1016/j.msom.2018.01.132⟩
Journal articles hal-02160292v1
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Imputation of mixed data with multilevel singular value decomposition

François Husson , Julie Josse , Balasubramanian Narasimhan , Geneviève Robin
Journal of Computational and Graphical Statistics, 2019, 28 (3), pp.552-566. ⟨10.1080/10618600.2019.1585261⟩
Journal articles hal-01781291v1
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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
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Gaussian Mixture Penalty for Trajectory Optimization Problems

Cédric Rommel , Frédéric Bonnans , Pierre Martinon , Baptiste Gregorutti
Journal of Guidance, Control, and Dynamics, 2019, 42 (8), pp.1857--1862. ⟨10.2514/1.G003996⟩
Journal articles hal-01819749v1
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La dynamique temporelle des successions de communautés microperforantes et des taux de dissolution associés en milieu récifal. Quelle influence des paramètres biotiques/abiotiques ?

Julie Suzanne Grange
Biodiversité et Ecologie. Université Pierre et Marie Curie, 2015. Français. ⟨NNT : ⟩
Theses tel-01519647v1
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Bayesian algorithms in high dimension, application to cosmology

Gabriel Ducrocq
Statistics [math.ST]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAG001⟩
Theses tel-03675230v1
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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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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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Option valuation and hedging using asymmetric risk function: asymptotic optimality through fully nonlinear Partial Differential Equations

Emmanuel Gobet , Isaque Pimentel , Xavier Warin
Preprints, Working Papers, ... hal-01761234v1
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Hugo Artigas , Barbara Pascal , Gersende Fort , Patrice Abry , Nelly Pustelnik
pp.2196-2200, 2022, Proceedings of the 30th European Signal Processing Conference (EUSIPCO),, ⟨10.23919/EUSIPCO55093.2022.9909547⟩
Proceedings hal-03371837v3

Efficient clustering based training set generation for systems of solvers

Francois Sanson , Anne Eggels , Olivier Le Maitre , Daan J. A. Crommelin , Pietro Marco Congedo
ECCOMAS 2018 - ECCM-ECFD 2018 Conferences, Jun 2018, Glasgow, United Kingdom
Conference papers hal-01972557v1
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Asymptotic analysis of different covariance matrices estimation for minimum variance portfolio

Linda Chamakh , Emmanuel Gobet , Jean-Philippe Lemor
Preprints, Working Papers, ... hal-03207061v1

Efficient Computation of Rare Events: Failure Probability and Quantile

Nassim Razaaly , Pietro Marco Congedo
MATHIAS-Seminar Total 2018, Oct 2018, Serris, France
Conference papers hal-01971890v1
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The Tamed Unadjusted Langevin Algorithm

Nicolas Brosse , Alain Durmus , Éric Moulines , Sotirios Sabanis
Stochastic Processes and their Applications, 2018, ⟨10.1016/⟩
Journal articles hal-01648667v1
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Visual Mining of Epidemic Networks

Stéphan Clémençon , Hector de Arazoza , Fabrice Rossi , Viet Chi Tran
International Work Conference on Artificial Neural Networks, Jun 2011, Torremolinos, Spain. pp.276-283, ⟨10.1007/978-3-642-21498-1_35⟩
Conference papers hal-00603638v2
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Nonparametric estimation of the division rate of a size-structured population

Marie Doumic-Jauffret , Marc Hoffmann , Patricia Reynaud-Bouret , Vincent Rivoirard
SIAM Journal on Numerical Analysis, 2012, 50 (2), pp.925--950. ⟨10.1137/110828344⟩
Journal articles hal-00578694v1
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The promises and pitfalls of Stochastic Gradient Langevin Dynamics

Nicolas Brosse , Alain Durmus , Éric Moulines
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Dec 2018, Montreal, France
Conference papers hal-01934291v1
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The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction

Alice Martin , Charles Ollion , Florian Strub , Sylvain Le Corff , Olivier Pietquin
Preprints, Working Papers, ... hal-02896961v2
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Decision making strategy for antenatal echographic screening of foetal abnormalities using statistical learning

Rémi Besson
Applications [stat.AP]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLX037⟩
Theses tel-02379295v1
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Characterizing the speed and paths of shared bicycles in Lyon

Pablo Jensen , Jean-Baptiste Rouquier , Nicolas Ovtracht , Céline Robardet
Transportation Research Part D: Transport and Environment, 2010, 15 (8), pp.522-524. ⟨10.1016/j.trd.2010.07.002⟩
Journal articles hal-00541307v1
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Parametric inference for diffusions observed at stopping times

Emmanuel Gobet , Uladzislau Stazhynski
Preprints, Working Papers, ... hal-01879286v1