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ORCIDLaurent Massoulié
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2020 – today
- 2024
[c92]Mathieu Even, Anastasia Koloskova, Laurent Massoulié:
Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization. AISTATS 2024: 64-72- [c91]Kevin Scaman, Mathieu Even, Batiste Le Bars, Laurent Massoulié:
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles. AISTATS 2024: 3709-3717 - [c90]Romain Cosson, Laurent Massoulié:
Collective Tree Exploration via Potential Function Method. ITCS 2024: 35:1-35:22 - [i49]Romain Cosson, Laurent Massoulié:
Barely Random Algorithms for Metrical Task Systems. CoRR abs/2403.11267 (2024) - [i48]Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos:
Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes. CoRR abs/2404.09536 (2024) - [i47]Mathieu Even, Luca Ganassali, Jakob Maier, Laurent Massoulié:
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem. CoRR abs/2405.14532 (2024) - [i46]Constantin Philippenko, Kevin Scaman, Laurent Massoulié:
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting. CoRR abs/2409.08771 (2024) - 2023
- [j44]Georgina Hall
, Laurent Massoulié:
Partial Recovery in the Graph Alignment Problem. Oper. Res. 71(1): 259-272 (2023) - [c89]Jakob Maier, Laurent Massoulié:
Asymmetric tree correlation testing for graph alignment. ITW 2023: 503-508 - [c88]Romain Cosson, Laurent Massoulié, Laurent Viennot:
Brief Announcement: Efficient Collaborative Tree Exploration with Breadth-First Depth-Next. PODC 2023: 24-27 - [c87]Romain Cosson, Laurent Massoulié, Laurent Viennot:
Efficient Collaborative Tree Exploration with Breadth-First Depth-Next. DISC 2023: 14:1-14:21 - [i45]Romain Cosson, Laurent Massoulié, Laurent Viennot:
Breadth-First Depth-Next: Optimal Collaborative Exploration of Trees with Low Diameter. CoRR abs/2301.13307 (2023) - [i44]Kevin Scaman, Mathieu Even, Laurent Massoulié:
Generalization Error of First-Order Methods for Statistical Learning with Generic Oracles. CoRR abs/2307.04679 (2023) - [i43]Mathieu Even, Anastasia Koloskova, Laurent Massoulié:
Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization. CoRR abs/2311.00465 (2023) - [i42]Romain Cosson, Laurent Massoulié:
Collective Tree Exploration via Potential Function Method. CoRR abs/2311.01354 (2023) - 2022
- [c86]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Correlation Detection in Trees for Planted Graph Alignment. ITCS 2022: 74:1-74:8 - [c85]Edwige Cyffers, Mathieu Even, Aurélien Bellet, Laurent Massoulié:
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging. NeurIPS 2022 - [c84]Mathieu Even, Laurent Massoulié, Kevin Scaman:
On Sample Optimality in Personalized Collaborative and Federated Learning. NeurIPS 2022 - [i41]Edwige Cyffers, Mathieu Even, Aurélien Bellet, Laurent Massoulié:
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging. CoRR abs/2206.05091 (2022) - 2021
- [j43]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
An Optimal Algorithm for Decentralized Finite-Sum Optimization. SIAM J. Optim. 31(4): 2753-2783 (2021) - [c83]Mathieu Even, Laurent Massoulié:
Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization. COLT 2021: 1847-1886 - [c82]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Impossibility of Partial Recovery in the Graph Alignment Problem. COLT 2021: 2080-2102 - [c81]Mathieu Even, Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Hadrien Hendrikx, Pierre Gaillard, Laurent Massoulié, Adrien B. Taylor:
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms. NeurIPS 2021: 28054-28066 - [i40]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Impossibility of Partial Recovery in the Graph Alignment Problem. CoRR abs/2102.02685 (2021) - [i39]Mathieu Even, Laurent Massoulié:
Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization. CoRR abs/2102.04259 (2021) - [i38]Mathieu Even, Hadrien Hendrikx, Laurent Massoulié:
Decentralized Optimization with Heterogeneous Delays: a Continuous-Time Approach. CoRR abs/2106.03585 (2021) - [i37]Mathieu Even, Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Pierre Gaillard, Hadrien Hendrikx, Laurent Massoulié, Adrien B. Taylor:
A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip. CoRR abs/2106.07644 (2021) - [i36]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Correlation detection in trees for partial graph alignment. CoRR abs/2107.07623 (2021) - 2020
- [j42]Virag Shah, Lennart Gulikers, Laurent Massoulié, Milan Vojnovic:
Adaptive Matching for Expert Systems with Uncertain Task Types. Oper. Res. 68(5): 1403-1424 (2020) - [j41]Clara Stegehuis, Laurent Massoulié:
Efficient Inference in Stochastic Block Models With Vertex Labels. IEEE Trans. Netw. Sci. Eng. 7(3): 1215-1225 (2020) - [j40]Laurent Massoulié, Rémi Varloot:
Rapid Mixing of Dynamic Graphs With Local Evolution Rules. IEEE Trans. Netw. Sci. Eng. 7(3): 1344-1354 (2020) - [c80]Luca Ganassali, Laurent Massoulié:
From tree matching to sparse graph alignment. COLT 2020: 1633-1665 - [c79]Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié:
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. ICML 2020: 4203-4227 - [c78]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
Dual-Free Stochastic Decentralized Optimization with Variance Reduction. NeurIPS 2020 - [i35]Luca Ganassali, Laurent Massoulié:
From tree matching to sparse graph alignment. CoRR abs/2002.01258 (2020) - [i34]Hadrien Hendrikx, Lin Xiao, Sébastien Bubeck, Francis R. Bach, Laurent Massoulié:
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization. CoRR abs/2002.10726 (2020) - [i33]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
An Optimal Algorithm for Decentralized Finite Sum Optimization. CoRR abs/2005.10675 (2020) - [i32]Stéphane Gaubert, Marianne Akian, Xavier Allamigeon, Marin Boyet, Baptiste Colin, Théotime Grohens, Laurent Massoulié, David P. Parsons, Frédéric Adnet, Érick Chanzy, Laurent Goix, Frédéric Lapostolle, Éric Lecarpentier, Christophe Leroy, Thomas Loeb, Jean-Sébastien Marx, Caroline Télion, Laurent Tréluyer, Pierre Carli:
Forecasting the local progression of the Covid-19 epidemic from medical emergency calls: the example of the Paris area. CoRR abs/2005.14186 (2020) - [i31]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
Dual-Free Stochastic Decentralized Optimization with Variance Reduction. CoRR abs/2006.14384 (2020) - [i30]Georgina Hall, Laurent Massoulié:
Partial Recovery in the Graph Alignment Problem. CoRR abs/2007.00533 (2020) - [i29]Mathieu Even, Hadrien Hendrikx, Laurent Massoulié:
Asynchrony and Acceleration in Gossip Algorithms. CoRR abs/2011.02379 (2020)
2010 – 2019
- 2019
- [j39]Kevin Scaman, Francis R. Bach, Sébastien Bubeck, Yin Tat Lee, Laurent Massoulié:
Optimal Convergence Rates for Convex Distributed Optimization in Networks. J. Mach. Learn. Res. 20: 159:1-159:31 (2019) - [j38]Mostafa Dehghan, Laurent Massoulié, Don Towsley, Daniel Sadoc Menasché, Y. C. Tay:
A Utility Optimization Approach to Network Cache Design. IEEE/ACM Trans. Netw. 27(3): 1013-1027 (2019) - [c77]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives. AISTATS 2019: 897-906 - [c76]Laurent Massoulié, Ludovic Stephan, Don Towsley:
Planting trees in graphs, and finding them back. COLT 2019: 2341-2371 - [c75]Ludovic Stephan, Laurent Massoulié:
Robustness of Spectral Methods for Community Detection. COLT 2019: 2831-2860 - [c74]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums. NeurIPS 2019: 952-962 - [i28]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
Asynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums. CoRR abs/1901.09865 (2019) - [i27]Hadrien Hendrikx, Francis R. Bach, Laurent Massoulié:
An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums. CoRR abs/1905.11394 (2019) - [i26]Luca Ganassali, Marc Lelarge, Laurent Massoulié:
Spectral alignment of correlated Gaussian random matrices. CoRR abs/1912.00231 (2019) - 2018
- [j37]Laurent Massoulié, Kuang Xu:
On the Capacity of Information Processing Systems. Oper. Res. 66(2): 568-586 (2018) - [c73]Kevin Scaman, Francis R. Bach, Sébastien Bubeck, Laurent Massoulié, Yin Tat Lee:
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks. NeurIPS 2018: 2745-2754 - [i25]Clara Stegehuis, Laurent Massoulié:
Efficient inference in stochastic block models with vertex labels. CoRR abs/1806.07562 (2018) - [i24]Hadrien Hendrikx, Laurent Massoulié, Francis R. Bach:
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives. CoRR abs/1810.02660 (2018) - [i23]Ludovic Stephan, Laurent Massoulié:
Robustness of spectral methods for community detection. CoRR abs/1811.05808 (2018) - 2017
- [c72]Oliver Hahm, Emmanuel Baccelli, Thomas C. Schmidt, Matthias Wählisch, Cédric Adjih, Laurent Massoulié:
Low-power internet of things with NDN & cooperative caching. ICN 2017: 98-108 - [c71]Virag Shah, Lennart Gulikers, Laurent Massoulié, Milan Vojnovic:
Adaptive matching for expert systems with uncertain task types. Allerton 2017: 753-760 - [c70]Kevin Scaman, Francis R. Bach, Sébastien Bubeck, Yin Tat Lee, Laurent Massoulié:
Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks. ICML 2017: 3027-3036 - [c69]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. ITCS 2017: 44:1-44:27 - [c68]Laurent Massoulié, Rémi Varloot:
Brief Announcement: Rapid Mixing of Local Dynamics on Graphs. DISC 2017: 59:1-59:3 - [i22]Virag Shah, Lennart Gulikers, Laurent Massoulié, Milan Vojnovic:
Adaptive Matching for Expert Systems with Uncertain Task Types. CoRR abs/1703.00674 (2017) - [i21]Laurent Massoulié, Rémi Varloot:
Rapid Mixing of Local Graph Dynamics. CoRR abs/1705.03427 (2017) - [i20]Emmanuel Abbe, Laurent Massoulié, Andrea Montanari, Allan Sly, Nikhil Srivastava:
Group Synchronization on Grids. CoRR abs/1706.08561 (2017) - 2016
- [c67]Laurent Massoulié, Kuang Xu:
On the capacity of information processing systems. COLT 2016: 1292-1297 - [c66]Mostafa Dehghan, Laurent Massoulié, Don Towsley, Daniel S. Menasché, Y. C. Tay:
A utility optimization approach to network cache design. INFOCOM 2016: 1-9 - [i19]Mostafa Dehghan, Laurent Massoulié, Don Towsley, Daniel Sadoc Menasché, Y. C. Tay:
A Utility Optimization Approach to Network Cache Design. CoRR abs/1601.06838 (2016) - [i18]Laurent Massoulié, Kuang Xu:
On the capacity of information processing systems. CoRR abs/1603.00544 (2016) - [i17]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. CoRR abs/1609.02487 (2016) - 2015
- [j36]Ji Zhu, Stratis Ioannidis, Nidhi Hegde, Laurent Massoulié:
Stable and scalable universal swarms. Distributed Comput. 28(6): 391-406 (2015) - [j35]Siddhartha Banerjee, Nidhi Hegde, Laurent Massoulié:
The Price of Privacy in Untrusted Recommender Systems. IEEE J. Sel. Top. Signal Process. 9(7): 1319-1331 (2015) - [j34]Nidhi Hegde, Laurent Massoulié, Laurent Viennot:
Self-organizing flows in social networks. Theor. Comput. Sci. 584: 3-18 (2015) - [j33]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
From Small-World Networks to Comparison-Based Search. IEEE Trans. Inf. Theory 61(6): 3056-3074 (2015) - [j32]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the Labelled Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 2(4): 152-163 (2015) - [c65]Charles Bordenave, Marc Lelarge, Laurent Massoulié:
Non-backtracking Spectrum of Random Graphs: Community Detection and Non-regular Ramanujan Graphs. FOCS 2015: 1347-1357 - [c64]Kolar Purushothama Naveen, Laurent Massoulié, Emmanuel Baccelli, Aline Carneiro Viana, Don Towsley:
On the Interaction between Content Caching and Request Assignment in Cellular Cache Networks. AllThingsCellular@SIGCOMM 2015: 37-42 - [c63]Laurent Massoulié, Mesrob I. Ohannessian, Alexandre Proutière:
Greedy-Bayes for Targeted News Dissemination. SIGMETRICS 2015: 285-296 - [c62]Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massoulié, Marc Lelarge, Bruce E. Hajek:
Clustering and Inference From Pairwise Comparisons. SIGMETRICS 2015: 449-450 - [c61]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Designing Adaptive Replication Schemes in Distributed Content Delivery Networks. ITC 2015: 28-36 - [i16]Charles Bordenave, Marc Lelarge, Laurent Massoulié:
Non-backtracking spectrum of random graphs: community detection and non-regular Ramanujan graphs. CoRR abs/1501.06087 (2015) - [i15]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
A spectral method for community detection in moderately-sparse degree-corrected stochastic block models. CoRR abs/1506.08621 (2015) - [i14]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model. CoRR abs/1511.00546 (2015) - 2014
- [j31]Zeinab Abbassi, Nidhi Hegde, Laurent Massoulié:
Distributed content curation on the web. SIGMETRICS Perform. Evaluation Rev. 41(4): 30-33 (2014) - [j30]Zeinab Abbassi, Nidhi Hegde, Laurent Massoulié:
Distributed Content Curation on the Web. ACM Trans. Internet Techn. 14(2-3): 9:1-9:15 (2014) - [c60]Jiaming Xu, Laurent Massoulié, Marc Lelarge:
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results. COLT 2014: 903-920 - [c59]Laurent Massoulié:
Community detection thresholds and the weak Ramanujan property. STOC 2014: 694-703 - [i13]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Adaptive Replication in Distributed Content Delivery Networks. CoRR abs/1401.1770 (2014) - 2013
- [j29]Ramakrishna Gummadi, Laurent Massoulié, Ramavarapu S. Sreenivas:
The role of coding in the choice between routing and coding for wireless unicast. Phys. Commun. 6: 88-99 (2013) - [j28]Bo Tan, Laurent Massoulié:
Optimal Content Placement for Peer-to-Peer Video-on-Demand Systems. IEEE/ACM Trans. Netw. 21(2): 566-579 (2013) - [j27]Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis:
Optimal Control of End-User Energy Storage. IEEE Trans. Smart Grid 4(2): 789-797 (2013) - [c58]Bo Jiang, Nidhi Hegde, Laurent Massoulié, Don Towsley:
How to Optimally allocate your budget of attention in social networks. INFOCOM 2013: 2373-2381 - [c57]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the labeled stochastic block model. ITW 2013: 1-5 - [c56]Ji Zhu, Stratis Ioannidis, Nidhi Hegde, Laurent Massoulié:
Stable and scalable universal swarms. PODC 2013: 260-269 - [c55]Ji Zhu, Stratis Ioannidis, Nidhi Hegde, Laurent Massoulié:
Stable and scalable universal swarms. SIGMETRICS 2013: 369-370 - [c54]Nidhi Hegde, Laurent Massoulié, Laurent Viennot:
Self-organizing Flows in Social Networks. SIROCCO 2013: 116-128 - [c53]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. SODA 2013: 35-46 - [i12]Laurent Massoulié:
Community detection thresholds and the weak Ramanujan property. CoRR abs/1311.3085 (2013) - 2012
- [j26]Stratis Ioannidis, Laurent Massoulié, Augustin Chaintreau:
Distributed caching over heterogeneous mobile networks. Queueing Syst. Theory Appl. 72(3-4): 279-309 (2012) - [c52]Siddhartha Banerjee, Nidhi Hegde, Laurent Massoulié:
The price of privacy in untrusted recommendation engines. Allerton Conference 2012: 920-927 - [c51]Lazaros Gkatzikis, Theodoros Salonidis, Nidhi Hegde, Laurent Massoulié:
Electricity markets meet the home through demand response. CDC 2012: 5846-5851 - [c50]Wenjie Jiang, Stratis Ioannidis, Laurent Massoulié, Fabio Picconi:
Orchestrating massively distributed CDNs. CoNEXT 2012: 133-144 - [c49]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Comparison-Based Learning with Rank Nets. ICML 2012 - [c48]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Hot or not: Interactive content search using comparisons. ITA 2012: 291-297 - [c47]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Bipartite graph structures for efficient balancing of heterogeneous loads. SIGMETRICS 2012: 41-52 - [i11]Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis:
Optimal control of end-user energy storage. CoRR abs/1203.1891 (2012) - [i10]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Comparison-Based Learning with Rank Nets. CoRR abs/1206.4674 (2012) - [i9]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. CoRR abs/1207.1659 (2012) - [i8]Siddhartha Banerjee, Nidhi Hegde, Laurent Massoulié:
The Price of Privacy in Untrusted Recommendation Engines. CoRR abs/1207.3269 (2012) - [i7]Simon Heimlicher, Marc Lelarge, Laurent Massoulié:
Community Detection in the Labelled Stochastic Block Model. CoRR abs/1209.2910 (2012) - [i6]Nidhi Hegde, Laurent Massoulié, Laurent Viennot:
Self-Organizing Flows in Social Networks. CoRR abs/1212.0952 (2012) - 2011
- [j25]Peter B. Key, Laurent Massoulié, Donald F. Towsley:
Path selection and multipath congestion control. Commun. ACM 54(1): 109-116 (2011) - [c46]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Content Search through Comparisons. ICALP (2) 2011: 601-612 - [c45]Udi Weinsberg, Augustin Soule, Laurent Massoulié:
Inferring traffic shaping and policy parameters using end host measurements. INFOCOM 2011: 151-155 - [c44]Bo Tan, Laurent Massoulié:
Optimal content placement for peer-to-peer video-on-demand systems. INFOCOM 2011: 694-702 - [c43]Xia Zhou, Stratis Ioannidis, Laurent Massoulié:
On the stability and optimality of universal swarms. SIGMETRICS 2011: 341-352 - [i5]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Adaptive Content Search Through Comparisons. CoRR abs/1107.3059 (2011) - [i4]Dan-Cristian Tomozei, Laurent Massoulié:
Distributed User Profiling via Spectral Methods. CoRR abs/1109.3318 (2011) - 2010
- [c42]Dan-Cristian Tomozei, Laurent Massoulié:
Flow Control for Cost-Efficient Peer-to-Peer Streaming. INFOCOM 2010: 1496-1504 - [c41]Daniel Sadoc Menasché, Laurent Massoulié, Donald F. Towsley:
Reciprocity and Barter in Peer-to-Peer Systems. INFOCOM 2010: 1505-1513 - [c40]Stratis Ioannidis, Laurent Massoulié:
Surfing the Blogosphere: Optimal Personalized Strategies for Searching the Web. INFOCOM 2010: 2507-2515 - [c39]Bo Tan, Laurent Massoulié:
Brief announcement: adaptive content placement for peer-to-peer video-on-demand systems. PODC 2010: 293-294 - [c38]Vishal Misra, Stratis Ioannidis, Augustin Chaintreau, Laurent Massoulié:
Incentivizing peer-assisted services: a fluid shapley value approach. SIGMETRICS 2010: 215-226 - [c37]