Matthieu Jonckheere

68 papers A* 3A 3B 1Misc 2Journal 52Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	K-means with learned metrics. CoRR Pablo Groisman, Matthieu Jonckheere, Jordan Serres, Mariela Sued
2026	J	`jnl`	Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach. CoRR Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere
2025	J	`jnl`	Decision-Epochs Matter: Unveiling Its Impact on the Stability of Scheduling With Randomly Varying Connectivity. IEEE Trans. Netw. Nahuel Soprano-Loto, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2025	J	`jnl`	Fast-exploring reinforcement learning with applications to stochastic networks. Queueing Syst. Theory Appl. Daniel Mastropietro, Urtzi Ayesta, Matthieu Jonckheere, S. Majewski
2025	J	`jnl`	Online Matching via Reinforcement Learning: An Expert Policy Orchestration Strategy. CoRR Chiara Mignacco, Matthieu Jonckheere, Gilles Stoltz
2025	J	`jnl`	Online matching for the multiclass stochastic block model. J. Appl. Probab. Nahuel Soprano-Loto, Matthieu Jonckheere, Pascal Moyal
2025	A	`conf`	Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency. ECAI Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere, Éric Moulines
2025	J	`jnl`	Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency. CoRR Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere, Éric Moulines
2025	J	`jnl`	Policy Optimization via Adv2: Adversarial Learning on Advantage Functions. Trans. Mach. Learn. Res. Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz
2025	J	`jnl`	Probabilistic Insights for Efficient Exploration Strategies in Reinforcement Learning. CoRR Ernesto Garcia, Paola Bermolen, Matthieu Jonckheere, Seva Shneer
2025	J	`jnl`	Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability. J. Mach. Learn. Res. Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
2024	J	`jnl`	A Flexible EM-Like Clustering Algorithm for Noisy Data. IEEE Trans. Pattern Anal. Mach. Intell. Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
2024	J	`jnl`	Choosing the parameter of the Fermat distance: navigating geometry and noise. Trans. Mach. Learn. Res. Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
2024	J	`jnl`	Decision-Epoch Matters: Unveiling its Impact on the Stability of Scheduling with Randomly Varying Connectivity. CoRR Nahuel Soprano-Loto, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2024	A	`conf`	Queuing dynamics of asynchronous Federated Learning. AISTATS Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines
2024	J	`jnl`	Queuing dynamics of asynchronous Federated Learning. CoRR Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines
2023	J	`jnl`	Algorithme EM régularisé. CoRR Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
2023	J	`jnl`	Choosing the parameter of the Fermat distance: navigating geometry and noise. CoRR Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
2023	J	`jnl`	FEMDA: Une méthode de classification robuste et flexible. CoRR Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
2023	J	`jnl`	FEMDA: a unified framework for discriminant analysis. CoRR Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal
2023	J	`jnl`	Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems. CoRR Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
2023	J	`jnl`	Symphony of experts: orchestration with adversarial insights in reinforcement learning. CoRR Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz
2022	J	`jnl`	Clustering for directed graphs using parametrized random walk diffusion kernels. CoRR Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos
2022	J	`jnl`	From Erlang formula to robust control. Queueing Syst. Theory Appl. Matthieu Jonckheere
2022	J	`jnl`	Generalized Spectral Clustering for Directed and Undirected Graphs. CoRR Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos
2022	Misc	`conf`	Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data. ICASSP Pierre Houdouin, Andrew Wang, Matthieu Jonckheere, Frédéric Pascal
2022	J	`jnl`	Robust classification with flexible discriminant analysis in heterogeneous data. CoRR Pierre Houdouin, Frédéric Pascal, Matthieu Jonckheere, Andrew Wang
2021	J	`jnl`	A Survey of Stability Results for Redundancy Systems. CoRR Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2021	J	`jnl`	Clustering high dimensional meteorological scenarios: Results and performance index. Int. J. Approx. Reason. Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustín Somacal, Alfredo Umfurer
2021	J	`jnl`	Exact asymptotic characterisation of running time for approximate gradient descent on random graphs. CoRR Matthieu Jonckheere, Manuel Sáenz
2021	—	`conf`	Improving the Performance of Heterogeneous Data Centers through Redundancy. SIGMETRICS (Abstracts) Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2021	—	`conf`	On Change Detection for Polsar Image Time Series: A New Clustering Approach. SSP Violeta Roizman, Guillaume Ginolhac, Matthieu Jonckheere, Frédéric Pascal
2021	J	`jnl`	On the Stability of Redundancy Models. Oper. Res. Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2020	J	`jnl`	Clustering high dimensional meteorological scenarios: results and performance index. CoRR Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustín Somacal, Alfredo Umfurer
2020	J	`jnl`	Improving the Performance of Heterogeneous Data Centers through Redundancy. Proc. ACM Meas. Anal. Comput. Syst. Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2020	J	`jnl`	Improving the performance of heterogeneous data centers through redundancy. CoRR Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2020	—	`conf`	Robust clustering and outlier rejection using the Mahalanobis distance distribution. EUSIPCO Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
2020	J	`jnl`	Sequential Algorithms and Independent Sets Discovering on Large Sparse Random Graphs. CoRR Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz
2020	J	`jnl`	Stability of JSQ in queues with general server-job class compatibilities. Queueing Syst. Theory Appl. James R. Cruise, Matthieu Jonckheere, Seva Shneer
2020	J	`jnl`	Uncovering differential equations from data with hidden variables. CoRR Agustín Somacal, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler
2019	J	`jnl`	A flexible EM-like clustering algorithm for noisy data. CoRR Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal
2019	J	`jnl`	Redundancy with Processor Sharing servers. SIGMETRICS Perform. Evaluation Rev. Elene Anton, Urtzi Ayesta, Matthieu Jonckheere, Ina Maria Verloop
2018	J	`jnl`	Asymptotics of insensitive load balancing and blocking phases. Queueing Syst. Theory Appl. Matthieu Jonckheere, Balakrishna J. Prabhu
2018	J	`jnl`	Degree-Greedy Algorithms on Large Random Graphs. SIGMETRICS Perform. Evaluation Rev. Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Manuel Sáenz
2018	Misc	`conf`	Simulation Study of Dynamic Load Balancing for Processor Sharing Servers with finite Capacity under generalized Halfin-Whitt Regimes. WSC Matías Bonaventura, Rodrigo D. Castro, Matthieu Jonckheere
2018	—	`conf`	Weighted Geodesic Distance Following Fermat's Principle. ICLR (Workshop) Facundo Sapienza, Pablo Groisman, Matthieu Jonckheere
2017	J	`jnl`	Controlling the number of active instances in a cloud environment. SIGMETRICS Perform. Evaluation Rev. Diego Goldsztajn, Andrés Ferragut, Fernando Paganini, Matthieu Jonckheere
2016	A*	`conf`	Asymptotics of Insensitive Load Balancing and Blocking Phases. SIGMETRICS Matthieu Jonckheere, Balakrishna J. Prabhu
2016	J	`jnl`	Asymptotics of Insensitive Load Balancing and Blocking Phases. CoRR Matthieu Jonckheere, Balakrishna J. Prabhu
2016	J	`jnl`	Estimating the Transmission Probability in Wireless Networks with Configuration Models. ACM Trans. Model. Perform. Evaluation Comput. Syst. Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal
2015	J	`jnl`	Gradient bandwidth allocations. SIGMETRICS Perform. Evaluation Rev. Matthieu Jonckheere, Seva Shneer
2014	J	`jnl`	Estimating the Spatial Reuse with Configuration Models. CoRR Paola Bermolen, Matthieu Jonckheere, Federico Larroca, Pascal Moyal
2014	J	`jnl`	Large Deviations for the Stationary Measure of Networks Under Proportional Fair Allocations. Math. Oper. Res. Matthieu Jonckheere, Sergio López
2013	J	`jnl`	Scheduling in a Random Environment: Stability and Asymptotic Optimality. IEEE/ACM Trans. Netw. Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
2011	J	`jnl`	Responding to traffic surges: Stochastic networks under time-space-priority scalings CoRR Mathieu Feuillet, Matthieu Jonckheere, Balakrishna J. Prabhu
2011	J	`jnl`	Scheduling in a random environment: stability and asymptotic optimality CoRR Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
2011	—	`conf`	Stability and asymptotic optimality of opportunistic schedulers in wireless systems. VALUETOOLS Urtzi Ayesta, Martin Erausquin, Matthieu Jonckheere, Ina Maria Verloop
2010	A	`conf`	Performance analysis of traffic surges in multi-class communication networks. ITC Matthieu Jonckheere, Rudesindo Núñez-Queija, Balakrishna J. Prabhu
2010	J	`jnl`	Rate stability and output rates in queueing networks with shared resources. Perform. Evaluation Matthieu Jonckheere, Robert D. van der Mei, Wemke van der Weij
2010	J	`jnl`	Towards an Erlang formula for multiclass networks. Queueing Syst. Theory Appl. Matthieu Jonckheere, Jean Mairesse
2009	J	`jnl`	Flow-level performance and capacity of wireless networks with user mobility. Queueing Syst. Theory Appl. Thomas Bonald, Sem C. Borst, Nidhi Hegde, Matthieu Jonckheere, Alexandre Proutière
2008	J	`jnl`	Stability of Parallel Queueing Systems with Coupled Service Rates. Discret. Event Dyn. Syst. Sem C. Borst, Matthieu Jonckheere, Lasse Leskelä
2008	—	`conf`	Stability of two interfering processors with load balancing. VALUETOOLS Matthieu Jonckheere
2006	B	`conf`	Flow-level stability of channel-aware scheduling algorithms. WiOpt Sem C. Borst, Matthieu Jonckheere
2006	J	`jnl`	Insensitive versus efficient dynamic load balancing in networks without blocking. Queueing Syst. Theory Appl. Matthieu Jonckheere
2006	—	`conf`	Stability of multi-class queueing systems with state-dependent service rates. VALUETOOLS Matthieu Jonckheere, Sem C. Borst
2005	A*	`conf`	Optimal insensitive routing and bandwidth sharing in simple data networks. SIGMETRICS Matthieu Jonckheere, Jorma T. Virtamo
2004	A*	`conf`	Insensitive load balancing. SIGMETRICS Thomas Bonald, Matthieu Jonckheere, Alexandre Proutière