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Online matching for the multiclass stochastic block model

 Nahuel Soprano-Loto , Matthieu Jonckheere , Pascal Moyal
2023
Pré-publication, Document de travail hal-04149842v1

Large deviations for the greedy exploration process on configuration models

 Bermolen Paola , Goicoechea Valeria , Matthieu Jonckheere
2022
Pré-publication, Document de travail hal-03799711v1

Estimating the Transmission Probability in Wireless Networks with Configuration Models

 Paola Bermolen , Matthieu Jonckheere , Federico Larroca , Pascal Moyal
ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2016, 1 (2), pp.1-23. ⟨10.1145/2858795⟩
Article dans une revue hal-03294720v1
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Generalized max-weight policies in stochastic matching

 Matthieu Jonckheere , Pascal Moyal , Claudia Ramírez , Nahuel Soprano-Loto
Stochastic Systems, 2023, 13 (1), pp.40-58. ⟨10.1287/stsy.2022.0098⟩
Article dans une revue hal-03354805v1

On laws of large numbers in $L^{2}$ for supercritical branching Markov processes beyond $\lambda $-positivity

 Matthieu Jonckheere , Santiago Saglietti
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, 56 (1), ⟨10.1214/19-AIHP961⟩
Article dans une revue hal-03625711v1
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Towards an Erlang formula for multiclass networks

 Matthieu Jonckheere , Jean Mairesse
Queueing Systems, 2010, 66 (1), pp.53-78. ⟨10.1007/s11134-010-9185-y⟩
Article dans une revue hal-00721654v1

Clustering for directed graphs using parametrized random walk diffusion kernels

 Harry Sevi , Matthieu Jonckheere , Argyris Kalogeratos
2023
Pré-publication, Document de travail hal-04148608v1
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Robust classification with flexible discriminant analysis in heterogeneous data

 Pierre Houdouin , Andrew Wang , M Jonckheere , Frédéric Pascal
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747576⟩
Communication dans un congrès hal-03620144v1
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Exploration des techniques d'intelligence artificielle pour calibrer les modèles physiques

 Yasser Sami , Elliott Pollice , Emilian Tichtchenko , Matthieu Jonckheere , Nicolas Richard , et al.
LAAS - CNRS. 2022
Rapport hal-03908969v1
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Algorithme EM régularisé

 Pierre Houdouin , Matthieu Jonckheere , Frédéric Pascal , Esa Ollila
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04254186v1
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Asymptotics of Insensitive Load Balancing and Blocking Phases

 Matthieu Jonckheere , Balakrishna Prabhu
ACM SIGMETRICS / IFIP Performance 2016, Jun 2016, Antibes, France
Communication dans un congrès hal-01299605v1
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Flow-level performance and capacity of wireless networks with user mobility

 Thomas Bonald , Sem Borst , Nidhi Hegde , Matthieu Jonckheere , Alexandre Proutière
Queueing Systems, 2009, ⟨10.1007/s11134-009-9144-7⟩
Article dans une revue hal-01244795v1

Asymptotic optimality of degree-greedy discovering of independent sets in Configuration Model graphs

 Matthieu Jonckheere , Manuel Sáenz
Stochastic Processes and their Applications, 2021, 131, pp.122-150. ⟨10.1016/j.spa.2020.09.009⟩
Article dans une revue hal-03621795v1
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FEMDA : une méthode de classification robuste et flexible

 Pierre Houdouin , Matthieu Jonckheere , Frédéric Pascal
GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2022, Nancy, France
Communication dans un congrès hal-04288999v1

F-KPP Scaling limit and selection principle for a Brunet-Derrida type particle system

 Pablo Groisman , Matthieu Jonckheere , Julián Martínez
ALEA : Latin American Journal of Probability and Mathematical Statistics, 2020, 17 (1), pp.589. ⟨10.30757/ALEA.v17-23⟩
Article dans une revue hal-03625700v1
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Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions

 Céline Comte , Matthieu Jonckheere , Jaron Sanders , Albert Senen-Cerda
2023
Pré-publication, Document de travail hal-04329790v1

Nonhomogeneous Euclidean first-passage percolation and distance learning

 Pablo Groisman , Matthieu Jonckheere , Facundo Sapienza
Bernoulli, 2022, 28 (1), pp.255-276. ⟨10.3150/21-BEJ1341⟩
Article dans une revue hal-03625693v1
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Boosting reinforcement learning with sparse and rare rewards using Fleming-Viot particle systems

 Daniel Mastropietro , Szymon Majewski , Urtzi Ayesta , Matthieu Jonckheere
15th European Workshop on Reinforcement Learning (EWRL 2022), Sep 2022, Milano, Italy
Communication dans un congrès hal-03772025v1
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Uncovering differential equations from data with hidden variables

 Agustín Somacal , Yamila Barrera , Leonardo Boechi , Matthieu Jonckheere , Vincent Lefieux , et al.
Physical Review E , 2022, 105 (5), pp.054209. ⟨10.1103/physreve.105.054209⟩
Article dans une revue hal-03945967v1

Exact asymptotic characterisation of running time for approximate gradient descent on random graphs

 Matthieu Jonckheere , Manuel Sáenz
2022
Pré-publication, Document de travail hal-03799715v1

Generalized Spectral Clustering for Directed and Undirected Graphs

 Harry Sevi , Matthieu Jonckheere , Argyris Kalogeratos
2022
Pré-publication, Document de travail hal-03799706v1
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Insensitive Load Balancing

 Thomas Bonald , Matthieu Jonckheere , Alexandre Proutière
ACM Sigmetrics, 2004, New York, United States
Communication dans un congrès hal-01284237v1
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A Survey of Stability Results for Redundancy Systems

 Elene Anton , Urtzi Ayesta , Matthieu Jonckheere , Ina Maria Maaike Verloop
Alexey Piunovskiy; Yi Zhang. Modern Trends in Controlled Stochastic Processes : Theory and Applications, Volume III, 41, Springer, pp.266-283, 2021, Emergence, Complexity and Computation (ECC), 978-3-030-76927-7. ⟨10.1007/978-3-030-76928-4_13⟩
Chapitre d'ouvrage hal-03168397v1

Bandwidth sharing networks with multiscale traffic

 Mathieu Feuillet , Matthieu Jonckheere , Balakrishna Prabhu
Stochastic Systems, 2014, 4 (2), pp. 449-478
Article dans une revue hal-01229329v1

Large deviations for the greedy exploration process on configuration models

 Bermolen Paola , Goicoechea Valeria , Matthieu Jonckheere
Electronic Communications in Probability, 2023, 28, pp.1-14. ⟨10.1214/23-ECP541⟩
Article dans une revue hal-04253334v1

Responding to traffic surges: Stochastic networks under time-space-priority scalings

 Matthieu Feuillet , Matthieu Jonckheere , Balakrishna Prabhu
2011
Pré-publication, Document de travail hal-00559494v1

Stability of JSQ in queues with general server-job class compatibilities

 James Cruise , Matthieu Jonckheere , Seva Shneer
Queueing Systems, 2020, 95 (3-4), pp.271-279. ⟨10.1007/s11134-020-09656-w⟩
Article dans une revue hal-03625703v1

Robust clustering and outlier rejection using the Mahalanobis distance distribution

 Violeta Roizman , Matthieu Jonckheere , Frédéric Pascal
28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2448-2452, ⟨10.23919/Eusipco47968.2020.9287356⟩
Communication dans un congrès hal-03436669v1
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Efficient reinforcement learning with Fleming-Viot particle systems: application to stochastic networks with rarely observed rewards

 Daniel Mastropietro , Urtzi Ayesta , Matthieu Jonckheere , Szymon Majewski
2023
Pré-publication, Document de travail hal-04129885v1
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Symphony of experts: orchestration with adversarial insights in reinforcement learning

 Matthieu Jonckheere , Chiara Mignacco , Gilles Stoltz
2023
Pré-publication, Document de travail hal-04256705v1
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