People


Hélène Halconruy

Hélène Halconruy
Institution: 
■ Institut Mines-Telecom
Office: 
50
Groups: 
Former PhD student

Books And Theses

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Malliavin calculus and Dirichlet structures for independent random variables Calcul de Malliavin et structures de Dirichlet pour des variables aléatoires indépendantes,
Hélène Halconruy ■,
2020

Articles

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Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups,
Vladimir Kostic, Karim Lounici, Hélène Halconruy, Timothee Devergne, Pietro Novelli, Massimiliano Pontil,
ICML 2025, Vancouver, Canada
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Adaptive Sample Sharing for Linear Regression,
Hamza Cherkaoui, Hélène Halconruy, Yohan Petetin,
CoRR 2025
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Learning Upper Lower Value Envelopes to Shape Online RL: A Principled Approach,
Sebastian Reboul, Hélène Halconruy, Randal Douc,
CoRR 2025
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Learning the Infinitesimal Generator of Stochastic Diffusion Processes,
Vladimir Kostic, Hélène Halconruy, Timothee Devergne, Karim Lounici, Massimiliano Pontil,
NeurIPS 2024, Vancouver (Canada), Canada
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Evolving privacy: drift parameter estimation for discretely observed i.i.d. diffusion processes under LDP,
Chiara Amorino, Arnaud Gloter, Hélène Halconruy,
Stochastic Processes and their Applications 2024

Journal articles

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Questioning normality: A study of wavelet leaders distribution,
Wejdene Ben Nasr, Hélène Halconruy, Stephane Jaffard,
Stat. Comput. 2026
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Robust density estimation with the L1-loss. Applications to the estimation of a density on the line satisfying a shape constraint,
Yannick Baraud, Hélène Halconruy, Guillaume Maillard,
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques 2025
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On a Projection Least Squares Estimator for Jump Diffusion Processes,
Hélène Halconruy, Nicolas Marie,
Annals of the Institute of Statistical Mathematics 2024
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The insider trading problem in a jump-binomial model,
Hélène Halconruy,
Decisions in Economics and Finance 2023
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Malliavin calculus for marked binomial processes and applications,
Hélène Halconruy,
Electronic Journal of Probability 2022
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Kernel Selection in Nonparametric Regression,
Hélène Halconruy ■, Nicolas Marie,
Mathematical Methods of Statistics 2020
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Malliavin and Dirichlet structures for independent random variables,
Laurent Decreusefond ■, Hélène Halconruy ■,
Stochastic Processes and their Applications 2019
Generated using minifold and minifold-lincs at 2026-04-17 18:19.