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Coupling Importance Sampling and Multilevel Monte Carlo using Sample Average Approximation

Ahmed Kebaier , Jérôme Lelong
Methodology and Computing in Applied Probability, 2018, 20 (2), pp.611-641. ⟨10.1007/s11009-017-9579-y⟩
Article dans une revue hal-01214840v4
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Mean-variance dynamic portfolio allocation with transaction costs: a Wiener chaos expansion approach

Areski Cousin , Jérôme Lelong , Tom Picard
2023
Pré-publication, Document de travail hal-04086378v2
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Automatic Control Variates for Option Pricing using Neural Networks

Jérôme Lelong , Zineb El Filali Ech-Chafiq , Adil Reghai
Monte Carlo Methods and Applications, 2021, 27 (2), pp.91-104. ⟨10.1515/mcma-2020-2081⟩
Article dans une revue hal-02891798v1
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A closed-form extension to the Black-Cox model

Aurélien Alfonsi , Jérôme Lelong
International Journal of Theoretical and Applied Finance, 2012, 15 (8), pp.1250053:1-30. ⟨10.1142/S0219024912500537⟩
Article dans une revue hal-00414280v2
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Rare event simulation for electronic circuit design

Xavier Jonsson , Jérôme Lelong
MathematicS In Action, 2022, 11 (1), pp.91-108. ⟨10.5802/msia.19⟩
Article dans une revue hal-03346622v2
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A Parallel Algorithm for solving BSDEs

Céline Labart , Jérôme Lelong
Monte Carlo Methods and Applications, 2013, 19 (1), pp.11-39. ⟨10.1515/mcma-2013-0001⟩
Article dans une revue hal-00680652v2
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Classifying and explaining defects with small data for the semiconductor industry

Jean-François Boulanger , Franck Corset , Franck Iutzeler , Jérôme Lelong
MathematicS In Action, 2022, 11 (1), pp.109-114. ⟨10.5802/msia.20⟩
Article dans une revue hal-03544717v1
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A framework for adaptive Monte-Carlo procedures

Bernard Lapeyre , Jérôme Lelong
Monte Carlo Methods and Applications, 2011, 17 (1), pp.77-98. ⟨10.1515/MCMA.2011.002⟩
Article dans une revue hal-00448864v2
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Pricing Parisian options using Laplace transforms

Céline Labart , Jérôme Lelong
Bankers Markets & Investors : an academic & professional review, 2009, 99, 24 p
Article dans une revue hal-00776703v1
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Robust Adaptive Importance Sampling for Normal Random Vectors

Benjamin Jourdain , Jérôme Lelong
The Annals of Applied Probability, 2009, 19 (5), pp.1687-1718. ⟨10.1214/09-AAP595⟩
Article dans une revue hal-00334697v1
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How many inner simulations to compute conditional expectations with least-square Monte Carlo?

Aurélien Alfonsi , Bernard Lapeyre , Jérôme Lelong
Methodology and Computing in Applied Probability, 2023, 25 (3), pp.71. ⟨10.1007/s11009-023-10038-x⟩
Article dans une revue hal-03770051v2
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Rating transitions forecasting: a filtering approach

Areski Cousin , Jérôme Lelong , Tom Picard
International Journal of Theoretical and Applied Finance, 2023, 26 (02n03), pp.2350009. ⟨10.1142/S0219024923500097⟩
Article dans une revue hal-03347521v4
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Long time behaviour of a stochastic nanoparticle

Pierre Etoré , Stéphane Labbé , Jérôme Lelong
Journal of Differential Equations, 2014, 257 (6), pp.2115-2135. ⟨10.1016/j.jde.2014.05.033⟩
Article dans une revue hal-00680775v4
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Dual pricing of American options by Wiener chaos expansion

Jérôme Lelong
SIAM Journal on Financial Mathematics, 2018, 9 (2), pp.493-519. ⟨10.1137/16M1102161⟩
Article dans une revue hal-01299819v3
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Stochastic Local Intensity Loss Models with Interacting Particle Systems

Aurélien Alfonsi , Céline Labart , Jérôme Lelong
Mathematical Finance, 2016, 26 (2), pp.366-394. ⟨10.1111/mafi.12059⟩
Article dans une revue hal-00786239v1
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Using Premia and Nsp for Constructing a Risk Management Benchmark for Testing Parallel Architecture

Jean-Philippe Chancelier , Bernard Lapeyre , Jérôme Lelong
Concurrency and Computation: Practice and Experience, 2014, 26 (9), pp.1654-1665. ⟨10.1002/cpe.2893⟩
Article dans une revue hal-00447845v2
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Stein estimation of the intensity of a spatial homogeneous Poisson point process

Marianne Clausel , Jean-François Coeurjolly , Jérôme Lelong
The Annals of Applied Probability, 2016, 26 (3), pp.1495-1534. ⟨10.1214/15-AAP1124⟩
Article dans une revue hal-01024648v3
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Almost sure convergence of randomly truncated stochastic algorithms under verifiable conditions

Jérôme Lelong
Statistics and Probability Letters, 2008, 78 (16), pp.2632-2636. ⟨10.1016/j.spl.2008.02.034⟩
Article dans une revue hal-00152255v1

Online Tuning of EASY-Backfilling using Queue Reordering Policies

Éric Gaussier , Jérôme Lelong , Valentin Reis , Denis Trystram
IEEE Transactions on Parallel and Distributed Systems, 2018, 29 (10), pp.2304-2316. ⟨10.1109/TPDS.2018.2820699⟩
Article dans une revue hal-01963216v1
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Robust adaptive numerical integration of irregular functions with applications to basket and other multi-dimensional exotic options

Christophe de Luigi , Jérôme Lelong , Sylvain Maire
Applied Numerical Mathematics, 2016, 100, pp.14-30. ⟨10.1016/j.apnum.2015.11.001⟩
Article dans une revue hal-00746872v1
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Tuning EASY-Backfilling Queues

Jérôme Lelong , Valentin Reis , Denis Trystram
21st Workshop on Job Scheduling Strategies for Parallel Processing, May 2017, Orlando, United States. pp.43-61, ⟨10.1007/978-3-319-77398-8_3⟩
Communication dans un congrès hal-01522459v1
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Tree methods

Jérôme Lelong , Antonino Zanette
Rama Cont. Encyclopedia of Quantitative Finance, John Wiley & Sons, Ltd., 7 p., 2010, ⟨10.1002/9780470061602.eqf12017⟩
Chapitre d'ouvrage hal-00776713v1
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Pricing double barrier Parisian options using Laplace transforms

Céline Labart , Jérôme Lelong
International Journal of Theoretical and Applied Finance, 2009, 12 (1), pp.19-44. ⟨10.1142/S0219024909005154⟩
Article dans une revue hal-00220470v1
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Neural network regression for Bermudan option pricing

Bernard Lapeyre , Jérôme Lelong
Monte Carlo Methods and Applications, 2021, 27 (3), pp.227-247. ⟨10.1515/mcma-2021-2091⟩
Article dans une revue hal-02183587v3
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Importance sampling for jump processes and applications to finance

Laetitia Badouraly Kassim , Jérôme Lelong , Imane Loumrhari
The Journal of Computational Finance, 2015, 19 (2), pp.109-139. ⟨10.21314/JCF.2015.292⟩
Article dans une revue hal-00842362v1
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Quelques contributions aux méthodes numériques probabilistes et à la modélisation stochastique

Jérôme Lelong
Probability [math.PR]. UGA - Université Grenoble Alpes, 2017
HDR tel-01612297v2
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Stochastic modelling of thermal effects on a ferromagnetic nano particle

Stéphane Labbé , Jérôme Lelong
Journal of Dynamics and Differential Equations, 2020, 32, pp.1273-1290. ⟨10.1007/s10884-019-09769-8⟩
Article dans une revue hal-01337197v2
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A Parallel Algorithm for solving BSDEs - Application to the pricing and hedging of American options

Céline Labart , Jérôme Lelong
[Research Report] LAMA-LJK. 2011
Rapport hal-00567729v1
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Asymptotic normality of randomly truncated stochastic algorithms

Jérôme Lelong
ESAIM: Probability and Statistics, 2013, 17, pp.105-119. ⟨10.1051/ps/2011110⟩
Article dans une revue hal-00464380v2
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Pricing Bermudan options using regression trees/random forests

Zineb El Filali Ech-Chafiq , Pierre Henry Labordère , Jérôme Lelong
SIAM Journal on Financial Mathematics, 2023, 14 (4), pp.1113-1139. ⟨10.1137/21M1460648⟩
Article dans une revue hal-03436046v2