Insensitive load balancing. - Thomas Bonald; Matthieu Jonckheere; Alexandre Proutière (SIGMETRICS, 2004)

Optimal insensitive routing and bandwidth sharing in simple data networks. - Matthieu Jonckheere; Jorma T. Virtamo (SIGMETRICS, 2005)

Stability of multi-class queueing systems with state-dependent service rates. - Matthieu Jonckheere; Sem C. Borst (VALUETOOLS, 2006)

Flow-level stability of channel-aware scheduling algorithms. - Sem C. Borst; Matthieu Jonckheere (WiOpt, 2006)

Insensitive versus efficient dynamic load balancing in networks without blocking. - Matthieu Jonckheere (Queueing Syst. Theory Appl., 2006)

Stability of two interfering processors with load balancing. - Matthieu Jonckheere (VALUETOOLS, 2008)

Stability of Parallel Queueing Systems with Coupled Service Rates. - Sem C. Borst; Matthieu Jonckheere; Lasse Leskelä (Discret. Event Dyn. Syst., 2008)

Flow-level performance and capacity of wireless networks with user mobility. - Thomas Bonald; Sem C. Borst; Nidhi Hegde 001; Matthieu Jonckheere; Alexandre Proutière (Queueing Syst. Theory Appl., 2009)

Performance analysis of traffic surges in multi-class communication networks. - Matthieu Jonckheere; Rudesindo Núñez-Queija; Balakrishna J. Prabhu (ITC, 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)

Towards an Erlang formula for multiclass networks. - Matthieu Jonckheere; Jean Mairesse (Queueing Syst. Theory Appl., 2010)

Stability and asymptotic optimality of opportunistic schedulers in wireless systems. - Urtzi Ayesta; Martin Erausquin; Matthieu Jonckheere; Ina Maria Verloop (VALUETOOLS, 2011)

Responding to traffic surges: Stochastic networks under time-space-priority scalings - Mathieu Feuillet; Matthieu Jonckheere; Balakrishna J. Prabhu (CoRR, 2011)

Scheduling in a Random Environment: Stability and Asymptotic Optimality. - Urtzi Ayesta; Martin Erausquin; Matthieu Jonckheere; Ina Maria Verloop (IEEE/ACM Trans. Netw., 2013)

Estimating the Spatial Reuse with Configuration Models. - Paola Bermolen; Matthieu Jonckheere; Federico Larroca; Pascal Moyal (CoRR, 2014)

Large Deviations for the Stationary Measure of Networks Under Proportional Fair Allocations. - Matthieu Jonckheere; Sergio López (Math. Oper. Res., 2014)

Gradient bandwidth allocations. - Matthieu Jonckheere; Seva Shneer (SIGMETRICS Perform. Evaluation Rev., 2015)

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)

Controlling the number of active instances in a cloud environment. - Diego Goldsztajn; Andrés Ferragut; Fernando Paganini; Matthieu Jonckheere (SIGMETRICS Perform. Evaluation Rev., 2017)

Weighted Geodesic Distance Following Fermat's Principle. - Facundo Sapienza; Pablo Groisman; Matthieu Jonckheere (ICLR (Workshop), 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 (WSC, 2018)

Asymptotics of insensitive load balancing and blocking phases. - Matthieu Jonckheere; Balakrishna J. Prabhu (Queueing Syst. Theory Appl., 2018)

Degree-Greedy Algorithms on Large Random Graphs. - Paola Bermolen; Matthieu Jonckheere; Federico Larroca; Manuel Sáenz (SIGMETRICS Perform. Evaluation Rev., 2018)

Redundancy with Processor Sharing servers. - Elene Anton; Urtzi Ayesta; Matthieu Jonckheere; Ina Maria Verloop (SIGMETRICS Perform. Evaluation Rev., 2019)

Robust clustering and outlier rejection using the Mahalanobis distance distribution. - Violeta Roizman; Matthieu Jonckheere; Frédéric Pascal 001 (EUSIPCO, 2020)

Uncovering differential equations from data with hidden variables. - Agustín Somacal; Leonardo Boechi; Matthieu Jonckheere; Vincent Lefieux; Dominique Picard; Ezequiel Smucler (CoRR, 2020)

Sequential Algorithms and Independent Sets Discovering on Large Sparse Random Graphs. - Paola Bermolen; Matthieu Jonckheere; Federico Larroca; Manuel Sáenz (CoRR, 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)

Stability of JSQ in queues with general server-job class compatibilities. - James R. Cruise; Matthieu Jonckheere; Seva Shneer (Queueing Syst. Theory Appl., 2020)

On Change Detection for Polsar Image Time Series: A New Clustering Approach. - Violeta Roizman; Guillaume Ginolhac; Matthieu Jonckheere; Frédéric Pascal 001 (SSP, 2021)

A Survey of Stability Results for Redundancy Systems. - Elene Anton; Urtzi Ayesta; Matthieu Jonckheere; Ina Maria Verloop (CoRR, 2021)

Exact asymptotic characterisation of running time for approximate gradient descent on random graphs. - Matthieu Jonckheere; Manuel Sáenz (CoRR, 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)

On the Stability of Redundancy Models. - Elene Anton; Urtzi Ayesta; Matthieu Jonckheere; Ina Maria Verloop (Oper. Res., 2021)

Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data. - Pierre Houdouin; Andrew Wang 004; Matthieu Jonckheere; Frédéric Pascal 001 (ICASSP, 2022)

Generalized Spectral Clustering for Directed and Undirected Graphs. - Harry Sevi; Matthieu Jonckheere; Argyris Kalogeratos (CoRR, 2022)

Clustering for directed graphs using parametrized random walk diffusion kernels. - Harry Sevi; Matthieu Jonckheere; Argyris Kalogeratos (CoRR, 2022)

From Erlang formula to robust control. - Matthieu Jonckheere (Queueing Syst. Theory Appl., 2022)

FEMDA: Une méthode de classification robuste et flexible. - Pierre Houdouin; Matthieu Jonckheere; Frédéric Pascal 001 (CoRR, 2023)

Algorithme EM régularisé. - Pierre Houdouin; Matthieu Jonckheere; Frédéric Pascal 001 (CoRR, 2023)

Symphony of experts: orchestration with adversarial insights in reinforcement learning. - Matthieu Jonckheere; Chiara Mignacco; Gilles Stoltz (CoRR, 2023)

FEMDA: a unified framework for discriminant analysis. - Pierre Houdouin; Matthieu Jonckheere; Frédéric Pascal 001 (CoRR, 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)

Queuing dynamics of asynchronous Federated Learning. - Louis Leconte; Matthieu Jonckheere; Sergey Samsonov; Eric Moulines (AISTATS, 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)

Choosing the parameter of the Fermat distance: navigating geometry and noise. - Frédéric Chazal; Laure Ferraris; Pablo Groisman; Matthieu Jonckheere; Frédéric Pascal 001; Facundo Sapienza (Trans. Mach. Learn. Res., 2024)

A Flexible EM-Like Clustering Algorithm for Noisy Data. - Violeta Roizman; Matthieu Jonckheere; Frédéric Pascal 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Policy Optimization via Adv2: Adversarial Learning on Advantage Functions. - Matthieu Jonckheere; Chiara Mignacco; Gilles Stoltz (Trans. Mach. Learn. Res., 2025)

Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency. - Abdelkrim Alahyane; Céline Comte; Matthieu Jonckheere; Éric Moulines (CoRR, 2025)

Probabilistic Insights for Efficient Exploration Strategies in Reinforcement Learning. - Ernesto Garcia; Paola Bermolen; Matthieu Jonckheere; Seva Shneer (CoRR, 2025)