Matthieu Jonckheere

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 39

Top Topics

Geodesic Distance

Heterogeneous Data

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Queueing Syst. Theory Appl.

Int. J. Approx. Reason.

Publications

Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
Choosing the parameter of the Fermat distance: navigating geometry and noise. Trans. Mach. Learn. Res. 2024 (2024)
Nahuel Soprano-Loto, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
Decision-Epoch Matters: Unveiling its Impact on the Stability of Scheduling with Randomly Varying Connectivity. CoRR (2024)
Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
A Flexible EM-Like Clustering Algorithm for Noisy Data. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines
Queuing dynamics of asynchronous Federated Learning. AISTATS (2024)
Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines
Queuing dynamics of asynchronous Federated Learning. CoRR (2024)
Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems. CoRR (2023)
Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz
Symphony of experts: orchestration with adversarial insights in reinforcement learning. CoRR (2023)
Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
Algorithme EM régularisé. CoRR (2023)
Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
FEMDA: a unified framework for discriminant analysis. CoRR (2023)
Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
Choosing the parameter of the Fermat distance: navigating geometry and noise. CoRR (2023)
Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
FEMDA: Une méthode de classification robuste et flexible. CoRR (2023)
Pierre Houdouin, Andrew Wang, Matthieu Jonckheere, Frédéric Pascal
Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data. ICASSP (2022)
Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos
Clustering for directed graphs using parametrized random walk diffusion kernels. CoRR (2022)
Matthieu Jonckheere
From Erlang formula to robust control. Queueing Syst. Theory Appl. 100 (3-4) (2022)
Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos
Generalized Spectral Clustering for Directed and Undirected Graphs. CoRR (2022)
Pierre Houdouin, Frédéric Pascal, Matthieu Jonckheere, Andrew Wang
Robust classification with flexible discriminant analysis in heterogeneous data. CoRR (2022)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
Improving the Performance of Heterogeneous Data Centers through Redundancy. SIGMETRICS (Abstracts) (2021)
Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustín Somacal, Alfredo Umfurer
Clustering high dimensional meteorological scenarios: Results and performance index. Int. J. Approx. Reason. 139 (2021)
Matthieu Jonckheere, Manuel Sáenz
Exact asymptotic characterisation of running time for approximate gradient descent on random graphs. CoRR (2021)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
On the Stability of Redundancy Models. Oper. Res. 69 (5) (2021)
Violeta Roizman, Guillaume Ginolhac, Matthieu Jonckheere, Frédéric Pascal
On Change Detection for Polsar Image Time Series: A New Clustering Approach. SSP (2021)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
A Survey of Stability Results for Redundancy Systems. CoRR (2021)
Agustín Somacal, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler
Uncovering differential equations from data with hidden variables. CoRR (2020)
Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
Robust clustering and outlier rejection using the Mahalanobis distance distribution. EUSIPCO (2020)
James R. Cruise, Matthieu Jonckheere, Seva Shneer
Stability of JSQ in queues with general server-job class compatibilities. Queueing Syst. Theory Appl. 95 (3) (2020)
Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustín Somacal, Alfredo Umfurer
Clustering high dimensional meteorological scenarios: results and performance index. CoRR (2020)
Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz
Sequential Algorithms and Independent Sets Discovering on Large Sparse Random Graphs. CoRR (2020)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
Improving the Performance of Heterogeneous Data Centers through Redundancy. Proc. ACM Meas. Anal. Comput. Syst. 4 (3) (2020)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
Improving the performance of heterogeneous data centers through redundancy. CoRR (2020)
Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
Redundancy with Processor Sharing servers. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
A flexible EM-like clustering algorithm for noisy data. CoRR (2019)
Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz
Degree-Greedy Algorithms on Large Random Graphs. SIGMETRICS Perform. Evaluation Rev. 46 (3) (2018)
Matthieu Jonckheere, Balakrishna J. Prabhu
Asymptotics of insensitive load balancing and blocking phases. Queueing Syst. Theory Appl. 88 (3-4) (2018)
Matías Bonaventura, Rodrigo D. Castro, Matthieu Jonckheere
Simulation Study of Dynamic Load Balancing for Processor Sharing Servers with finite Capacity under generalized Halfin-Whitt Regimes. WSC (2018)
Facundo Sapienza, Pablo Groisman, Matthieu Jonckheere
Weighted Geodesic Distance Following Fermat's Principle. ICLR (Workshop) (2018)
Diego Goldsztajn, Andrés Ferragut, Fernando Paganini, Matthieu Jonckheere
Controlling the number of active instances in a cloud environment. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Matthieu Jonckheere, Balakrishna J. Prabhu
Asymptotics of Insensitive Load Balancing and Blocking Phases. CoRR (2016)
Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal
Estimating the Transmission Probability in Wireless Networks with Configuration Models. ACM Trans. Model. Perform. Evaluation Comput. Syst. 1 (2) (2016)
Matthieu Jonckheere, Balakrishna J. Prabhu
Asymptotics of Insensitive Load Balancing and Blocking Phases. SIGMETRICS (2016)
Matthieu Jonckheere, Seva Shneer
Gradient bandwidth allocations. SIGMETRICS Perform. Evaluation Rev. 43 (2) (2015)
Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal
Estimating the Spatial Reuse with Configuration Models. CoRR (2014)
Matthieu Jonckheere, Sergio López
Large Deviations for the Stationary Measure of Networks Under Proportional Fair Allocations. Math. Oper. Res. 39 (2) (2014)
Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
Scheduling in a Random Environment: Stability and Asymptotic Optimality. IEEE/ACM Trans. Netw. 21 (1) (2013)
Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
Scheduling in a random environment: stability and asymptotic optimality CoRR (2011)
Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
Stability and asymptotic optimality of opportunistic schedulers in wireless systems. VALUETOOLS (2011)
Mathieu Feuillet, Matthieu Jonckheere, Balakrishna J. Prabhu
Responding to traffic surges: Stochastic networks under time-space-priority scalings CoRR (2011)
Matthieu Jonckheere, Robert D. van der Mei, Wemke van der Weij
Rate stability and output rates in queueing networks with shared resources. Perform. Evaluation 67 (1) (2010)
Matthieu Jonckheere, Jean Mairesse
Towards an Erlang formula for multiclass networks. Queueing Syst. Theory Appl. 66 (1) (2010)
Matthieu Jonckheere, Rudesindo Núñez-Queija, Balakrishna J. Prabhu
Performance analysis of traffic surges in multi-class communication networks. International Teletraffic Congress (2010)
Thomas Bonald, Sem C. Borst, Nidhi Hegde, Matthieu Jonckheere, Alexandre Proutière
Flow-level performance and capacity of wireless networks with user mobility. Queueing Syst. Theory Appl. 63 (1-4) (2009)
Matthieu Jonckheere
Stability of two interfering processors with load balancing. VALUETOOLS (2008)
Sem C. Borst, Matthieu Jonckheere, Lasse Leskelä
Stability of Parallel Queueing Systems with Coupled Service Rates. Discret. Event Dyn. Syst. 18 (4) (2008)
Sem C. Borst, Matthieu Jonckheere
Flow-level stability of channel-aware scheduling algorithms. WiOpt (2006)
Matthieu Jonckheere
Insensitive versus efficient dynamic load balancing in networks without blocking. Queueing Syst. Theory Appl. 54 (3) (2006)
Matthieu Jonckheere, Sem C. Borst
Stability of multi-class queueing systems with state-dependent service rates. VALUETOOLS (2006)
Matthieu Jonckheere, Jorma T. Virtamo
Optimal insensitive routing and bandwidth sharing in simple data networks. SIGMETRICS (2005)
Thomas Bonald, Matthieu Jonckheere, Alexandre Proutière
Insensitive load balancing. SIGMETRICS (2004)