Matthieu Jonckheere

According to our database, Matthieu Jonckheere authored at least 47 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A Flexible EM-Like Clustering Algorithm for Noisy Data.

Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Choosing the parameter of the Fermat distance: navigating geometry and noise.

Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza

Trans. Mach. Learn. Res., 2024

Decision-Epoch Matters: Unveiling its Impact on the Stability of Scheduling with Randomly Varying Connectivity.

Nahuel Soprano-Loto, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop

CoRR, 2024

Queuing dynamics of asynchronous Federated Learning.

Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems.

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda

CoRR, 2023

FEMDA: a unified framework for discriminant analysis.

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal

CoRR, 2023

Symphony of experts: orchestration with adversarial insights in reinforcement learning.

Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz

CoRR, 2023

Algorithme EM régularisé.

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal

CoRR, 2023

FEMDA: Une méthode de classification robuste et flexible.

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal

CoRR, 2023

2022

From Erlang formula to robust control.

Matthieu Jonckheere

Queueing Syst. Theory Appl., 2022

Clustering for directed graphs using parametrized random walk diffusion kernels.

Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos

CoRR, 2022

Generalized Spectral Clustering for Directed and Undirected Graphs.

Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos

CoRR, 2022

Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data.

Pierre Houdouin, Andrew Wang, Matthieu Jonckheere, Frédéric Pascal

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

On the Stability of Redundancy Models.

Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop

Oper. Res., 2021

Clustering high dimensional meteorological scenarios: Results and performance index.

Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustín Somacal, Alfredo Umfurer

Int. J. Approx. Reason., 2021

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

Matthieu Jonckheere, Manuel Sáenz

CoRR, 2021

A Survey of Stability Results for Redundancy Systems.

Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop

CoRR, 2021

On Change Detection for Polsar Image Time Series: A New Clustering Approach.

Violeta Roizman, Guillaume Ginolhac, Matthieu Jonckheere, Frédéric Pascal

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

2020

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

James R. Cruise, Matthieu Jonckheere, Seva Shneer

Queueing Syst. Theory Appl., 2020

Improving the Performance of Heterogeneous Data Centers through Redundancy.

Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop

Proc. ACM Meas. Anal. Comput. Syst., 2020

Sequential Algorithms and Independent Sets Discovering on Large Sparse Random Graphs.

Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz

CoRR, 2020

Uncovering differential equations from data with hidden variables.

Agustín Somacal, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler

CoRR, 2020

Robust clustering and outlier rejection using the Mahalanobis distance distribution.

Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Redundancy with Processor Sharing servers.

Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop

SIGMETRICS Perform. Evaluation Rev., 2019

2018

Degree-Greedy Algorithms on Large Random Graphs.

Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz

SIGMETRICS Perform. Evaluation Rev., 2018

Asymptotics of insensitive load balancing and blocking phases.

Matthieu Jonckheere, Balakrishna J. Prabhu

Queueing Syst. Theory Appl., 2018

Simulation Study of Dynamic Load Balancing for Processor Sharing Servers with finite Capacity under generalized Halfin-Whitt Regimes.

Matías Bonaventura, Rodrigo D. Castro, Matthieu Jonckheere

Proceedings of the 2018 Winter Simulation Conference, 2018

Weighted Geodesic Distance Following Fermat's Principle.

Facundo Sapienza, Pablo Groisman, Matthieu Jonckheere

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Controlling the number of active instances in a cloud environment.

Diego Goldsztajn, Andrés Ferragut, Fernando Paganini, Matthieu Jonckheere

SIGMETRICS Perform. Evaluation Rev., 2017

2016

Estimating the Transmission Probability in Wireless Networks with Configuration Models.

Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016

2015

Gradient bandwidth allocations.

Matthieu Jonckheere, Seva Shneer

SIGMETRICS Perform. Evaluation Rev., 2015

2014

Large Deviations for the Stationary Measure of Networks Under Proportional Fair Allocations.

Matthieu Jonckheere, Sergio López

Math. Oper. Res., 2014

Estimating the Spatial Reuse with Configuration Models.

Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal

CoRR, 2014

2013

Scheduling in a Random Environment: Stability and Asymptotic Optimality.

Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop

IEEE/ACM Trans. Netw., 2013

2011

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

Mathieu Feuillet, Matthieu Jonckheere, Balakrishna J. Prabhu

CoRR, 2011

Stability and asymptotic optimality of opportunistic schedulers in wireless systems.

Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

2010

Towards an Erlang formula for multiclass networks.

Matthieu Jonckheere, Jean Mairesse

Queueing Syst. Theory Appl., 2010

Rate stability and output rates in queueing networks with shared resources.

Matthieu Jonckheere, Robert D. van der Mei, Wemke van der Weij

Perform. Evaluation, 2010

Performance analysis of traffic surges in multi-class communication networks.

Matthieu Jonckheere, Rudesindo Núñez-Queija, Balakrishna J. Prabhu

Proceedings of the 22nd International Teletraffic Congress, 2010

2009

Flow-level performance and capacity of wireless networks with user mobility.

Thomas Bonald, Sem C. Borst, Nidhi Hegde, Matthieu Jonckheere, Alexandre Proutière

Queueing Syst. Theory Appl., 2009

2008

Stability of Parallel Queueing Systems with Coupled Service Rates.

Sem C. Borst, Matthieu Jonckheere, Lasse Leskelä

Discret. Event Dyn. Syst., 2008

Stability of two interfering processors with load balancing.

Matthieu Jonckheere

Proceedings of the 3rd International ICST Conference on Performance Evaluation Methodologies and Tools, 2008

2006

Insensitive versus efficient dynamic load balancing in networks without blocking.

Matthieu Jonckheere

Queueing Syst. Theory Appl., 2006

Flow-level stability of channel-aware scheduling algorithms.

Sem C. Borst, Matthieu Jonckheere

Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

Stability of multi-class queueing systems with state-dependent service rates.

Matthieu Jonckheere, Sem C. Borst

Proceedings of the 1st International Conference on Performance Evaluation Methodolgies and Tools, 2006

2005

Optimal insensitive routing and bandwidth sharing in simple data networks.

Matthieu Jonckheere, Jorma T. Virtamo

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

2004

Insensitive load balancing.

Thomas Bonald, Matthieu Jonckheere, Alexandre Proutière

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004