People


Laurent Massoulié

Laurent Massoulié
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0 ■ InriaNone🏠Former members of the LINCS

s

⇣ Brief Announcement: Efficient Collaborative Tree Exploration with Breadth-First Depth-Next,
Romain Cosson, Laurent Massoulié ■, Laurent Viennot ■,
PODC 2023
⇣ Asymmetric tree correlation testing for graph alignment,
Jakob Maier, Laurent Massoulié ■,
ITW 2023
⇣ ⇣ Correlation Detection in Trees for Planted Graph Alignment,
Luca Ganassali, Laurent Massoulié ■, Marc Lelarge ■,
ITCS 2022, Berkeley, United States
⇣ ⇣ Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging,
Edwige Cyffers, Mathieu Even, Aurelien Bellet, Laurent Massoulié ■,
NeurIPS 2022, New Orleans, United States
⇣ ⇣ On Sample Optimality in Personalized Collaborative and Federated Learning,
Mathieu Even, Laurent Massoulié ■, Kevin Scaman,
NeurIPS 2022, New Orleans, United States
⇣ ⇣ Impossibility of Partial Recovery in the Graph Alignment Problem,
Luca Ganassali, Laurent Massoulié ■, Marc Lelarge ■,
COLT 2021, Boulder / Virtual, United States
⇣ ⇣ Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization,
Mathieu Even, Laurent Massoulié ■,
Proceedings of Machine Learning Research 2021, Boulder, United States
⇣ Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms,
Mathieu Even, Raphael Berthier, Francis Bach, Nicolas Flammarion, Hadrien Hendrikx, Pierre Gaillard, Laurent Massoulié ■, Adrien Taylor,
NeurIPS 2021
⇣ ⇣ Dual-Free Stochastic Decentralized Optimization with Variance Reduction,
Hadrien Hendrikx, Francis Bach, Laurent Massoulié ■,
NeurIPS 2020, Vancouver / Virtual, Canada
⇣ ⇣ Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization,
Hadrien Hendrikx, Lin Xiao, Sebastien Bubeck, Francis Bach, Laurent Massoulié ■,
ICML 2020, Vienna / Virtual, Austria
⇣ ⇣ From tree matching to sparse graph alignment,
Luca Ganassali, Laurent Massoulié ■,
COLT 2020, Graz, Austria
⇣ ⇣ Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives,
Hadrien Hendrikx, Francis Bach, Laurent Massoulié ■,
AISTATS 2019, Naha, Okinawa, Japan
⇣ ⇣ Planting trees in graphs, and finding them back,
Laurent Massoulié ■, Ludovic Stephan, Don Towsley,
COLT 2019, Phoenix, United States
⇣ ⇣ Robustness of Spectral Methods for Community Detection,
Ludovic Stephan, Laurent Massoulié ■,
COLT 2019, Phoenix, United States
⇣ ⇣ An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums,
Hadrien Hendrikx, Francis Bach, Laurent Massoulié ■,
NeurIPS 2019, Vancouver, Canada
⇣ ⇣ Optimal Algorithms for Non-Smooth Distributed Optimization in Networks,
Kevin Scaman, Francis Bach, Sebastien Bubeck, Laurent Massoulié ■, Yin Tat Lee,
NeurIPS 2018, Montreal, Canada
⇣ Rapid Mixing of Local Dynamics on Graphs,
Laurent Massoulié ■,
31st International Symposium on Distributed Computing (DISC 2017) 2017, Vienna, Austria
⇣ Low-power Internet of Things with NDN & Cooperative Caching,
Oliver Hahm, Emmanuel Baccelli, Thomas C. Schmidt, Matthias Wählisch, Cédric Adjih ■, Laurent Massoulié ■,
ACM ICN 2017 - 4th ACM Conference on Information-Centric Networking 2017, Berlin, Germany
⇣ ⇣ Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models,
Lennart Gulikers ■, Marc Lelarge ■, Laurent Massoulié ■,
ITCS 2017, Berkeley, United States
⇣ ⇣ Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks,
Kevin Scaman, Francis Bach, Sebastien Bubeck, Yin Tat Lee, Laurent Massoulié ■,
ICML 2017
⇣ Low-power internet of things with NDN & cooperative caching,
Oliver Hahm, Emmanuel Baccelli, Thomas Schmidt, Matthias Wahlisch, Cédric Adjih ■, Laurent Massoulié ■,
ICN 2017
⇣ Brief Announcement: Rapid Mixing of Local Dynamics on Graphs,
Laurent Massoulié ■, Remi Varloot,
DISC 2017
⇣ ⇣ Non-backtracking Spectrum of Random Graphs: Community Detection and Non-regular Ramanujan Graphs,
Charles Bordenave, Marc Lelarge ■, Laurent Massoulié ■,
Annals of Probability 2015
⇣ ⇣ On the Interaction between Content Caching and Request Assignment in Cellular Cache Networks,
Kolar Purushothama Naveen, Laurent Massoulié ■, Emmanuel Baccelli, Aline Carneiro Viana ■, Don Towsley,
AllThingsCellular@SIGCOMM 2015, Londres, United Kingdom
⇣ ⇣ Greedy-Bayes for Targeted News Dissemination,
Laurent Massoulié ■, Mesrob Ohannessian, Alexandre Proutière ■,
SIGMETRICS 2015, Portland, United States
⇣ ⇣ Designing Adaptive Replication Schemes in Distributed Content Delivery Networks,
Mathieu Leconte, Marc Lelarge ■, Laurent Massoulié ■,
ITC 2015, Ghent, Belgium
⇣ ⇣ Clustering and Inference From Pairwise Comparisons,
Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massoulié ■, Marc Lelarge ■, Bruce Hajek,
SIGMETRICS 2015, Portland, United States
⇣ ⇣ Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results,
Jiaming Xu, Laurent Massoulié ■, Marc Lelarge ■,
COLT 2014, Barcelona, Spain
⇣ Community detection thresholds and the weak Ramanujan property,
Laurent Massoulié ■,
STOC 2014: 46th Annual Symposium on the Theory of Computing 2014, New York, United States
⇣ ⇣ Reconstruction in the labeled stochastic block model,
Marc Lelarge ■, Laurent Massoulié ■, Jiaming Xu,
ITW 2013, Seville, Spain
⇣ ⇣ How to Optimally allocate your budget of attention in social networks,
Bo Jiang, Nidhi Hegde, Laurent Massoulié ■, Don Towsley,
INFOCOM 2013, Torino, Italy
⇣ ⇣ Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing,
Mathieu Leconte ■, Marc Lelarge ■, Laurent Massoulié ■,
SODA 2013, United States
⇣ The price of privacy in untrusted recommendation engines,
Siddhartha Banerjee, Nidhi Hegde, Laurent Massoulié ■,
Allerton Conference 2012
⇣ Electricity markets meet the home through demand response,
Lazaros Gkatzikis, Theodoros Salonidis, Nidhi Hegde, Laurent Massoulié ■,
CDC 2012
⇣ Orchestrating massively distributed CDNs,
Wenjie Jiang, Stratis Ioannidis, Laurent Massoulié ■, Fabio Picconi,
CoNEXT 2012
⇣ Comparison-Based Learning with Rank Nets,
Amin Karbasi, Stratis Ioannidis, Laurent Massoulié ■,
ICML 2012
⇣ Hot or not: Interactive content search using comparisons,
Amin Karbasi, Stratis Ioannidis, Laurent Massoulié ■,
ITA 2012
⇣ Bipartite graph structures for efficient balancing of heterogeneous loads,
Mathieu Leconte ■, Marc Lelarge ■, Laurent Massoulié ■,
SIGMETRICS 2012
⇣ Content Search through Comparisons,
Amin Karbasi, Stratis Ioannidis, Laurent Massoulié,
ICALP 2011
⇣ Inferring traffic shaping and policy parameters using end host measurements,
Udi Weinsberg, Augustin Soule, Laurent Massoulié,
INFOCOM 2011
⇣ On the stability and optimality of universal swarms,
Xia Zhou, Stratis Ioannidis, Laurent Massoulié,
SIGMETRICS 2011
⇣ Surfing the Blogosphere: Optimal Personalized Strategies for Searching the Web,
Stratis Ioannidis, Laurent Massoulié,
INFOCOM 2010
⇣ Reciprocity and Barter in Peer-to-Peer Systems,
Daniel Sadoc Menasche, Laurent Massoulié, Donald Towsley,
INFOCOM 2010
⇣ Flow Control for Cost-Efficient Peer-to-Peer Streaming,
Dan Cristian Tomozei, Laurent Massoulié,
INFOCOM 2010
⇣ Brief announcement: adaptive content placement for peer-to-peer video-on-demand systems,
Bo Tan, Laurent Massoulié,
PODC 2010
⇣ Incentivizing peer-assisted services: a fluid shapley value approach,
Vishal Misra, Stratis Ioannidis, Augustin Chaintreau, Laurent Massoulié,
SIGMETRICS 2010
⇣ Greening the internet with nano data centers,
Vytautas Valancius, Nikolaos Laoutaris, Laurent Massoulié, Christophe Diot, Pablo Rodriguez,
CoNEXT 2009
⇣ ISP Friend or Foe? Making P2P Live Streaming ISP-Aware,
Fabio Picconi, Laurent Massoulié,
ICDCS 2009
⇣ Optimal and Scalable Distribution of Content Updates over a Mobile Social Network,
Stratis Ioannidis, Augustin Chaintreau, Laurent Massoulié,
INFOCOM 2009
⇣ ⇣ Epidemic live streaming: optimal performance trade-offs,
Thomas Bonald, Laurent Massoulié, Fabien Mathieu, Diego Perino, Andrew Twigg,
SIGMETRICS 2008, Annapolis, United States
⇣ Non-Metric Coordinates for Predicting Network Proximity,
Peter Key, Laurent Massoulié, Dan Cristian Tomozei,
INFOCOM 2008
⇣ Is There a Future for Mesh-Based live Video Streaming?,
Fabio Picconi, Laurent Massoulié,
Peer-to-Peer Computing 2008
⇣ The diameter of opportunistic mobile networks,
Augustin Chaintreau, Abderrahmen Mtibaa, Laurent Massoulié, Christophe Diot,
CoNEXT 2007
⇣ Multipath Routing, Congestion Control and Dynamic Load Balancing,
Peter Key, Laurent Massoulié, Don Towsley,
ICASSP 2007
⇣ Scalable Local Area Service Discovery,
Richard Black, Heimir Sverrisson, Laurent Massoulié,
ICC 2007
⇣ Randomized Decentralized Broadcasting Algorithms,
Laurent Massoulié, Andrew Twigg, Christos Gkantsidis, Pablo Rodriguez,
INFOCOM 2007
⇣ ⇣ Peer to peer size estimation in large and dynamic networks: A comparative study,
Erwan Le Merrer, Anne Marie Kermarrec, Laurent Massoulié,
HPDC 2006, Paris
⇣ ⇣ Peer sharing behaviour in the eDonkey network, and implications for the design of server-less file sharing systems,
Sidath Handurukande, Anne Marie Kermarrec, Fabrice Le Fessant, Laurent Massoulié, Simon Patarin,
EuroSys 2006
⇣ Combining Multipath Routing and Congestion Control for Robustness,
Peter Key, Laurent Massoulié, Don Towsley,
CISS 2006
⇣ Schedulable regions and equilibrium cost for multipath flow control: the benefits of coordination,
Laurent Massoulié, Peter Key,
CISS 2006
⇣ Efficient Quarantining of Scanning Worms: Optimal Detection and Coordination,
Ayalvadi Ganesh, Dinan Gunawardena, Peter Key, Laurent Massoulié, Jacob Scott,
INFOCOM 2006
⇣ Peer counting and sampling in overlay networks: random walk methods,
Laurent Massoulié, Erwan Le Merrer, Anne Marie Kermarrec, Ayalvadi Ganesh,
PODC 2006
⇣ Thresholds for virus spread on networks,
Moez Draief, Ayalvadi Ganesh, Laurent Massoulié,
VALUETOOLS 2006
⇣ The effect of network topology on the spread of epidemics,
Ayalvadi Ganesh, Laurent Massoulié, Donald Towsley,
INFOCOM 2005
⇣ Farsighted users harness network time-diversity,
Peter Key, Laurent Massoulié, Milan Vojnovic,
INFOCOM 2005
⇣ Exploiting Semantic Proximity in Peer-to-Peer Content Searching,
Spyros Voulgaris, Anne Marie Kermarrec, Laurent Massoulié, Maarten Van Steen,
FTDCS 2004
⇣ Clustering in Peer-to-Peer File Sharing Workloads,
Fabrice Le Fessant, Sidath Handurukande, Anne Marie Kermarrec, Laurent Massoulié,
IPTPS 2004
⇣ Emulating low-priority transport at the application layer: a background transfer service,
Peter Key, Laurent Massoulié, Bing Wang,
SIGMETRICS 2004
⇣ Exploiting semantic clustering in the eDonkey P2P network,
Sidath Handurukande, Anne Marie Kermarrec, Fabrice Le Fessant, Laurent Massoulié,
ACM SIGOPS European Workshop 2004
⇣ Probing strategies for distributed admission control in large and small scale systems,
Peter Key, Laurent Massoulié,
INFOCOM 2003
⇣ Network Characteristics: Modelling, Measurements, and Admission Control,
Dinan Gunawardena, Peter Key, Laurent Massoulié,
IWQoS 2003
⇣ Network Awareness and Failure Resilience in Self-Organising Overlay Networks,
Laurent Massoulié, Anne Marie Kermarrec, Ayalvadi Ganesh,
SRDS 2003
⇣ HiScamp: self-organizing hierarchical membership protocol,
Ayalvadi Ganesh, Anne Marie Kermarrec, Laurent Massoulié,
ACM SIGOPS European Workshop 2002
⇣ ⇣ Impact of fairness on Internet performance,
Thomas Bonald, Laurent Massoulié,
SIGMETRICS/Performance 2001, Cambridge, United States
⇣ ⇣ Best-effort Networks: Modeling and Performance Analysis via Large Networks Asymptotics,
Guy Fayolle, Arnaud De La Fortelle, Jean Marc Lasgouttes, Laurent Massoulié, James Roberts,
INFOCOM 2001, Anchorage, United States
⇣ SCAMP: Peer-to-Peer Lightweight Membership Service for Large-Scale Group Communication,
Ayalvadi Ganesh, Anne Marie Kermarrec, Laurent Massoulié,
Networked Group Communication 2001

Journal articles

⇣ ⇣ Partial Recovery in the Graph Alignment Problem,
Georgina Hall, Laurent Massoulié ■,
Operations Research 2023
⇣ Accelerating abelian random walks with hyperbolic dynamics,
Bastien Dubail, Laurent Massoulié ■,
Probability Theory and Related Fields 2022
⇣ An Optimal Algorithm for Decentralized Finite-Sum Optimization,
Hadrien Hendrikx, Francis Bach, Laurent Massoulié ■,
SIAM J. Optim. 2021
⇣ ⇣ Adaptive Matching for Expert Systems with Uncertain Task Types,
Virag Shah, Lennart Gulikers, Laurent Massoulié ■, Milan Vojnovic,
Operations Research 2020
⇣ ⇣ Rapid Mixing of Dynamic Graphs With Local Evolution Rules,
Laurent Massoulié ■, Remi Varloot,
IEEE Transactions on Network Science and Engineering 2020
⇣ Understanding and monitoring the evolution of the Covid-19 epidemic from medical emergency calls: the example of the Paris area Comprendre et surveiller l'évolution de l'épidémie de Covid-19 à partir des appels au numéro 15: l'exemple de l'agglomération parisienne,
Stéphane Gaubert, Marianne Akian, Xavier Allamigeon, Marin Boyet, Baptiste Colin, Théotime Grohens, Laurent Massoulié ■, David P. Parsons, Frederic Adnet, Érick Chanzy, Laurent Goix, Frédéric Lapostolle, Éric Lecarpentier, Christophe Leroy, Thomas Loeb, Jean-Sébastien Marx, Caroline Télion, Laurent Treluyer, Pierre Carli,
Comptes Rendus. Mathématique 2020
⇣ ⇣ Efficient Inference in Stochastic Block Models With Vertex Labels,
Clara Stegehuis, Laurent Massoulié ■,
IEEE Transactions on Network Science and Engineering 2020
⇣ ⇣ Optimal Convergence Rates for Convex Distributed Optimization in Networks,
Kevin Scaman, Francis Bach, Sebastien Bubeck, Yin Tat Lee, Laurent Massoulié ■,
Journal of Machine Learning Research 2019
⇣ ⇣ A Utility Optimization Approach to Network Cache Design,
Mostafa Dehghan, Laurent Massoulié ■, Don Towsley, Daniel Sadoc Menasche, Tay,
IEEE/ACM Transactions on Networking 2019
⇣ An impossibility result for reconstruction in the degree-corrected stochastic block model,
Lennart Gulikers, Marc Lelarge ■, Laurent Massoulié ■,
Annals of Applied Probability 2018
⇣ ⇣ On the Capacity of Information Processing Systems,
Laurent Massoulié ■, Kuang Xu,
Operations Research 2018
⇣ ⇣ The Price of Privacy in Untrusted Recommender Systems,
Siddhartha Banerjee, Nidhi Hegde ■, Laurent Massoulié ■,
IEEE Journal of Selected Topics in Signal Processing 2015
⇣ ⇣ From Small-World Networks to Comparison-Based Search,
Amin Karbasi, Stratis Ioannidis, Laurent Massoulié ■,
IEEE Transactions on Information Theory 2015
⇣ ⇣ Self-organizing flows in social networks,
Nidhi Hegde ■, Laurent Massoulié ■, Laurent Viennot ■,
Theoretical Computer Science 2015
⇣ ⇣ Stable and scalable universal swarms,
Ji Zhu, Stratis Ioannidis, Nidhi Hegde ■, Laurent Massoulié ■,
Distributed Comput. 2015, United States
⇣ Reconstruction in the Labelled Stochastic Block Model,
Marc Lelarge ■, Laurent Massoulié ■, Jiaming Xu,
IEEE Trans. Netw. Sci. Eng. 2015
⇣ ⇣ Distributed content curation on the web,
Zeinab Abbassi, Nidhi Hegde, Laurent Massoulié ■,
ACM Transactions on Internet Technology 2014
⇣ ⇣ The role of coding in the choice between routing and coding for wireless unicast,
Ramakrishna Gummadi, Laurent Massoulié ■, Ramavarapu Sreenivas,
Physical Communication 2013
⇣ ⇣ Optimal Control of End-User Energy Storage,
Peter Van De Ven, Nidhi Hegde, Laurent Massoulié ■, Theodoros Salonidis,
IEEE Transactions on Smart Grid 2013
⇣ ⇣ Optimal Content Placement for Peer-to-Peer Video-on-Demand Systems,
Bo Tan, Laurent Massoulié ■,
IEEE/ACM Transactions on Networking 2013
⇣ Distributed caching over heterogeneous mobile networks,
Stratis Ioannidis, Laurent Massoulié ■, Augustin Chaintreau,
Queueing Syst. Theory Appl. 2012
⇣ Path selection and multipath congestion control,
Peter Key, Laurent Massoulié, Donald Towsley,
Commun. ACM 2011
⇣ Resource pooling in congested networks: proportional fairness and product form,
Frank Kelly, Laurent Massoulié, Neil Walton,
Queueing Syst. Theory Appl. 2009
⇣ Distributing content updates over a mobile social network,
Stratis Ioannidis, Augustin Chaintreau, Laurent Massoulié,
ACM SIGMOBILE Mob. Comput. Commun. Rev. 2009
⇣ ECHOS: edge capacity hosting overlays of nano data centers,
Nikolaos Laoutaris, Pablo Rodriguez, Laurent Massoulié,
Comput. Commun. Rev. 2008
⇣ Rate-optimal schemes for Peer-to-Peer live streaming,
Laurent Massoulié, Andrew Twigg,
Perform. Evaluation 2008
⇣ Coupon replication systems,
Laurent Massoulié, Milan Vojnovic,
IEEE/ACM Trans. Netw. 2008
⇣ ⇣ Peer counting and sampling in overlay networks based on random walks,
Ayalvadi Ganesh, Anne Marie Kermarrec, Erwan Le Merrer, Laurent Massoulié,
Distributed Computing 2007
⇣ Push-to-Peer Video-on-Demand System: Design and Evaluation,
Kyoungwon Suh, Christophe Diot, Jim Kurose, Laurent Massoulié, Christoph Neumann, Donald Towsley, Matteo Varvello,
IEEE J. Sel. Areas Commun. 2007
⇣ Integrating streaming and file-transfer Internet traffic: fluid and diffusion approximations,
Sunil Kumar, Laurent Massoulié,
Queueing Syst. Theory Appl. 2007
⇣ Gossiping With Multiple Messages,
Sujay Sanghavi, Bruce Hajek, Laurent Massoulié,
IEEE Trans. Inf. Theory 2007
⇣ ⇣ A queueing analysis of max-min fairness, proportional fairness and balanced fairness,
Thomas Bonald, Laurent Massoulié, Alexandre Proutière, Jorma Virtamo,
Queueing Systems 2006
⇣ Fluid models of integrated traffic and multipath routing,
Peter Key, Laurent Massoulié,
Queueing Syst. Theory Appl. 2006
⇣ Fair internet traffic integration: network flow models and analysis,
Peter Key, Laurent Massoulié, Alan Bain, Frank Kelly,
Ann. des Télécommunications 2004
⇣ Epidemic Information Dissemination in Distributed Systems,
Patrick Eugster, Rachid Guerraoui, Anne Marie Kermarrec, Laurent Massoulié,
Computer 2004
⇣ Peer-to-Peer Membership Management for Gossip-Based Protocols,
Ayalvadi Ganesh, Anne Marie Kermarrec, Laurent Massoulié,
IEEE Trans. Computers 2003
⇣ Probabilistic Reliable Dissemination in Large-Scale Systems,
Anne Marie Kermarrec, Laurent Massoulié, Ayalvadi Ganesh,
IEEE Trans. Parallel Distributed Syst. 2003
⇣ Service differentiation for delay-sensitive applications: an optimisation-based approach,
Peter Key, Laurent Massoulié, Jonathan Shapiro,
Perform. Evaluation 2002
⇣ Bandwidth sharing: objectives and algorithms,
Laurent Massoulié, James Roberts,
IEEE/ACM Trans. Netw. 2002
⇣ Bandwidth sharing and admission control for elastic traffic,
Laurent Massoulié, James Roberts,
Telecommun. Syst. 2000
⇣ A manufacturing system with general stationary failure process: stability and IPA of hedging control policies,
Pierre Bremaud, Roland Malhame, Laurent Massoulié,
IEEE Trans. Autom. Control. 1997
⇣ Maximal coupling Rare Perturbation Analysis with a random horizon,
Pierre Bremaud, Laurent Massoulié,
Discret. Event Dyn. Syst. 1995
⇣ Imbedded construction of stationary sequences and point processes with a random memory,
Pierre Bremaud, Laurent Massoulié,
Queueing Syst. Theory Appl. 1994

s

⇣ Initiative face au virus Observations sur la mobilité pendant l'épidémie de Covid-19,
Jamal Atif, Olivier Cappé, Akin Kazakçi, Yannick Léo, Laurent Massoulié ■, Olga Mula,
2020
⇣ Efficient application-level multicast on a network-aware self-organizing overlay,
Laurent Massoulié, Anne-Marie Kermarrec, Ayalvadi J. Ganesh,
2005

Misc

⇣ Statistical limits of correlation detection in trees,
Luca Ganassali, Laurent Massoulié ■, Guilhem Semerjian,
2023
⇣ Breadth-First Depth-Next: Optimal Collaborative Exploration of Trees with Low Diameter,
Romain Cosson, Laurent Massoulié ■, Laurent Viennot ■,
CoRR 2023
⇣ Generalization Error of First-Order Methods for Statistical Learning with Generic Oracles,
Kevin Scaman, Mathieu Even, Laurent Massoulié ■,
CoRR 2023
⇣ Sample Optimality and All-for-all Strategies in Personalized Federated and Collaborative Learning,
Mathieu Even, Laurent Massoulié ■, Kévin Scaman,
2022
⇣ ⇣ A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip,
Mathieu Even, Raphael Berthier, Francis Bach, Nicolas Flammarion, Pierre Gaillard, Hadrien Hendrikx, Laurent Massoulié ■, Adrien Taylor,
Advances in Neural Information Processing Systems 2021, Sydney (virtual), Australia
⇣ Non-backtracking spectra of weighted inhomogeneous random graphs,
Ludovic Stephan, Laurent Massoulié ■,
2021
⇣ Decentralized Optimization with Heterogeneous Delays: a Continuous-Time Approach,
Mathieu Even, Hadrien Hendrikx, Laurent Massoulié ■,
CoRR 2021
⇣ Correlation detection in trees for partial graph alignment,
Luca Ganassali, Laurent Massoulié ■, Marc Lelarge ■,
CoRR 2021
⇣ ⇣ Asynchrony and Acceleration in Gossip Algorithms,
Mathieu Even, Hadrien Hendrikx, Laurent Massoulié ■,
CoRR 2020
⇣ Probabilistic and mean-field model of COVID-19 epidemics with user mobility and contact tracing,
Marianne Akian, Luca Ganassali, Stéphane Gaubert, Laurent Massoulié ■,
2020
⇣ Forecasting the local progression of the Covid-19 epidemic from medical emergency calls: the example of the Paris area,
Stephane Gaubert, Marianne Akian, Xavier Allamigeon, Marin Boyet, Baptiste Colin, Theotime Grohens, Laurent Massoulié ■, David Parsons, Frederic Adnet, Erick Chanzy, Laurent Goix, Frederic Lapostolle, Eric Lecarpentier, Christophe Leroy, Thomas Loeb, Jean Sebastien Marx, Caroline Telion, Laurent Treluyer, Pierre Carli,
CoRR 2020
⇣ ⇣ Spectral alignment of correlated Gaussian random matrices,
Luca Ganassali, Marc Lelarge ■, Laurent Massoulié ■,
Advances in Applied Probability 2019
⇣ Asynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums,
Hadrien Hendrikx, Francis Bach, Laurent Massoulié ■,
CoRR 2019
⇣ ⇣ Group Synchronization on Grids,
Emmanuel Abbe, Laurent Massoulié ■, Andrea Montanari, Allan Sly, Nikhil Srivastava,
Mathematical Statistics and Learning 2017
⇣ Rapid Mixing of Local Graph Dynamics,
Laurent Massoulié ■, Remi Varloot,
CoRR 2017
⇣ ⇣ A spectral method for community detection in moderately-sparse degree-corrected stochastic block models,
Lennart Gulikers ■, Marc Lelarge ■, Laurent Massoulié ■,
Advances in Applied Probability 2015
⇣ ⇣ An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model,
Lennart Gulikers ■, Marc Lelarge ■, Laurent Massoulié ■,
CoRR 2015
⇣ Adaptive Replication in Distributed Content Delivery Networks,
Mathieu Leconte ■, Marc Lelarge ■, Laurent Massoulié ■,
CoRR 2014
⇣ Community Detection in the Labelled Stochastic Block Model,
Simon Heimlicher, Marc Lelarge ■, Laurent Massoulié ■,
CoRR 2012
⇣ ⇣ Distributed User Profiling via Spectral Methods,
Dan Cristian Tomozei, Laurent Massoulié,
Stochastic Systems 2011
⇣ Adaptive Content Search Through Comparisons,
Amin Karbasi, Stratis Ioannidis, Laurent Massoulié,
CoRR 2011